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Patrick Beuth, Jörg Diehl, Roman Höfner, Roman Lehberger, Friederike Röhreke, and Fidelius Schmid at Der Spiegel:
Private contact details of the most important security advisers to U.S. President Donald Trump can be found on the internet. DER SPIEGEL reporters were able to find mobile phone numbers, email addresses and even some passwords belonging to the top officials. To do so, the reporters used commercial people search engines along with hacked customer data that has been published on the web. Those affected by the leaks include National Security Adviser Mike Waltz, Director of National Intelligence Tulsi Gabbard and Secretary of Defense Pete Hegseth. Most of these numbers and email addresses are apparently still in use, with some of them linked to profiles on social media platforms like Instagram and LinkedIn. They were used to create Dropbox accounts and profiles in apps that track running data. There are also WhatsApp profiles for the respective phone numbers and even Signal accounts in some cases. As such, the reporting has revealed an additional grave, previously unknown security breach at the highest levels in Washington. Hostile intelligence services could use this publicly available data to hack the communications of those affected by installing spyware on their devices. It is thus conceivable that foreign agents were privy to the Signal chat group in which Gabbard, Waltz and Hegseth discussed a military strike.
Numbers Linked to Signal Accounts
It remains unclear, however, whether this extremely problematic chat was conducted using Signal accounts linked to the private telephone numbers of the officials involved. Tulsi Gabbard has declined to comment. DER SPIEGEL reporting has demonstrated, though, that privately used and publicly accessible telephone numbers belonging to her and Waltz are, in fact, linked to Signal accounts. [...] The White House confirmed the scandal after the fact. Trump insisted that it did not include classified content, a question that is of particular relevance since members of the U.S. government are not permitted to share such information over Signal. The U.S. special envoy for Ukraine and the Middle East, Steve Witkoff, was even in Russia while participating in the chat group.
DER SPIEGEL was able to find some of the contact information for Gabbard, Hegseth and Waltz in commercial databases, while other information was in so-called password leaks, which are hardly a rarity on the internet. One example is the 2019 discovery by Troy Hunt, who found 773 million email addresses and more than 21 million passwords in a hacker forum. Since then, there have been numerous additional leaks. Criminals are constantly compiling new collections from hacks, usually to sell them on forums. [...] The mobile number provided, meanwhile, led to a WhatsApp account that Hegseth apparently only recently deleted. The profile photo showed a shirtless Hegseth in a baseball cap and necklace. Comparisons with other photos of the U.S. secretary of defense using facial recognition software were able to confirm that the photo on the WhatsApp profile was indeed Hegseth.
Several Passwords in Leaked Database
Waltz’s mobile number and email address could be found using the same service provider. The mobile phone number could even be found using a people search engine popular in the U.S. DER SPIEGEL reporters were also able to find several passwords for Waltz’s email address in leaked databases. The information also led to Waltz’s profiles for Microsoft Teams, LinkedIn, WhatsApp and Signal. National Intelligence Director Gabbard was seemingly more careful with her data than her two male colleagues. She apparently had her own data blocked in the commercial contact search engines that contained the data of Hegseth and Waltz. But her email address was to be found on WikiLeaks and Reddit. Gabbard’s email address is available in more than 10 leaks. One of those also contains a partial telephone number, which, when completed, leads to an active WhatsApp account and a Signal profile.
German publication Der Spiegel writes that several of the National Security Advisers for the Trump Administration, including Pete Hegseth, Tulsi Gabbard, and Michael Waltz, had their private data breached and the passwords found online.
#Der Spiegel#Pete Hegseth#Tulsi Gabbard#Michael Waltz#National Security#Trump Administration II#Yemen Signal Leak#Data Breaches#Steve Witkoff#Jeffrey Goldberg#Signal#John Ratcliffe
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Engineering Development Group-CIA malware and hacking tools are built by EDG (Engineering Development Group), a software development group within CCI (Center for Cyber Intelligence), a department belonging to the CIA's DDI (Directorate for Digital Innovation). The DDI is one of the five major directorates of the CIA. The EDG is responsible for the development, testing and operational support of all backdoors, exploits, malicious payloads, trojans, viruses and any other kind of malware used by the CIA in its covert operations world-wide. The increasing sophistication of surveillance techniques has drawn comparisons with George Orwell's 1984, but "Weeping Angel", developed by the CIA's Embedded Devices Branch (EDB), which infests smart TVs, transforming them into covert microphones, is surely its most emblematic realization. The attack against Samsung smart TVs was developed in cooperation with the United Kingdom's MI5/BTSS. After infestation, Weeping Angel places the target TV in a 'Fake-Off' mode, so that the owner falsely believes the TV is off when it is on. In 'Fake-Off' mode the TV operates as a bug, recording conversations in the room and sending them over the Internet to a covert CIA server. As of October 2014 the CIA was also looking at infecting the vehicle control systems used by modern cars and trucks. The purpose of such control is not specified, but it would permit the CIA to engage in nearly undetectable assassinations. The CIA's Mobile Devices Branch (MDB) developed numerous attacks to remotely hack and control popular smartphones. Infected phones can be instructed to send the CIA the user's geolocation, audio and text communications as well as covertly activate the phone's camera and microphone. These techniques permit the CIA to bypass the encryption of WhatsApp, Signal, Telegram, Wiebo, Confide and Cloackman by hacking the "smart" phones that they run on and collecting audio and message traffic before encryption is applied.
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Google warns infoseccers: Beware of North Korean spies sliding into your DMs
In the ever-evolving landscape of cybersecurity threats, vigilance remains paramount. Recent reports from Google's Threat Analysis Group (TAG) have unveiled concerning activities involving suspected North Korean-backed hackers. These malicious actors are once again setting their sights on the infosec community, employing familiar tactics and some intriguing new tools.
The Social Engineering Approach
Just as they did in 2021, suspected North Korean agents are employing social engineering tactics to infiltrate the infosec community. They initiate contact through social media platforms, building trust and rapport with potential targets before moving communication to secure services like Signal or WhatsApp. This method allows them to establish a seemingly legitimate connection before launching their cyberattacks.
A Dangerous Payload
Once a relationship is established, the threat actors send a malicious file containing at least one zero-day vulnerability in a popular software package. While Google did not disclose the affected vendor, they assured the public that efforts are underway to deploy a patch. This technique is a stark reminder of the persistent threat posed by zero-day vulnerabilities, which can catch even the most prepared organizations off guard.
The malicious file includes shellcode that collects information from compromised systems and sends it back to command-and-control (C2) servers. This shellcode shares similarities with previous North Korean exploits, indicating a potentially organized and well-equipped threat actor.
A Disturbing Discovery
In addition to the established tactics, Google's TAG uncovered an unsettling development - a standalone tool for Windows named "dbgsymbol." This tool initially appears benign, designed to download debugging symbol information from various sources. Such information is invaluable for debugging software or conducting vulnerability research.
However, there's a dark twist to this tool. It possesses the capability to download and execute arbitrary code from an attacker-controlled domain. This feature raises the stakes significantly, as it can be leveraged to deliver devastating malware payloads.
Staying Safe in a Dangerous Landscape
Given the potential risks, it's crucial for anyone who may have downloaded or run dbgsymbol to take immediate action. Google recommends ensuring your system is in a known clean state, which may require a full reinstallation of the operating system. This precaution is necessary to prevent any hidden malware from compromising your system further.
source- https://www.theregister.com/2023/09/11/infosec_roundup/
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Real Stories: How Share Market Classes Changed Lives

In today’s digital-first economy, more and more Indians are turning to stock market trading as a way to grow their wealth and achieve financial independence. With platforms like Zerodha, Upstox, and Groww making trading accessible to everyone, it's no surprise that interest is booming.
However, just having access doesn’t guarantee success.
Many people start trading by following tips from social media or WhatsApp groups—only to end up confused, frustrated, or worse—losing money. That’s where structured learning makes all the difference.
Share market classes have helped thousands of Indians go from complete beginners to confident traders. In this article, we’ll share real transformation stories of people who changed their lives after enrolling in the right share market classes .
These aren’t exaggerated claims or marketing gimmicks—these are authentic journeys of students, homemakers, professionals, and retirees who found success through proper education and mentorship.
Story 1: From Software Engineer to Full-Time Trader
Rajesh Mehta used to work as a software engineer in Bangalore. He had heard about intraday trading but didn’t understand how it worked. After watching a few YouTube videos, he decided to try trading on his own—but lost over ₹2 lakh within a year.
Frustrated and discouraged, he almost gave up—until a friend suggested he take share market classes instead of relying on random advice.
He enrolled in a six-month program that covered everything from candlestick patterns to risk management. At first, it was overwhelming, but the structured approach helped him build confidence.
“I realized I had been making every mistake in the book—no stop-losses, emotional trading, chasing tips. The course taught me how to think like a trader, not a gambler.”
Within a year of completing the class, Rajesh quit his job and now trades full-time. He earns a stable income and even mentors others through his own Telegram group.
Story 2: A Homemaker Who Found Financial Independence
Priya Sharma, a homemaker in Jaipur, had never invested in stocks before. She wanted to understand the markets better—not just for herself, but so she could help her husband make smarter investment decisions.
She joined a share market class that offered weekend batches and mobile app support, which fit perfectly into her busy schedule.
The course started from the basics:
What is a stock?
How do exchanges like NSE and BSE work?
Understanding candlestick charts
Learning technical indicators like RSI and MACD
What stood out to Priya was how the course emphasized risk management —something most beginner traders ignore.
“I thought trading was about buying low and selling high. But the course showed me that it’s really about managing losses and staying disciplined.”
Today, Priya manages her family’s investments confidently and even trades part-time. She says the course gave her not just knowledge, but financial independence .
Story 3: A College Dropout Who Built a Trading Career
Rahul Das dropped out of college and struggled to find a job. Like many young Indians, he turned to online opportunities—including cryptocurrency and stock trading.
He followed several influencers and joined paid groups, but kept losing money week after week.
Eventually, he came across a video by a real trader discussing why most people fail in trading. That led him to enroll in a share market class that emphasized practical learning and mentorship.
Unlike other programs, this one included:
Live doubt-clearing sessions
Paper trading practice
Case studies based on real market conditions
Strategy-building exercises
What surprised Rahul the most was how much time the mentor spent teaching students how to manage emotions and avoid impulsive decisions.
“Before the class, I would panic-sell at the first sign of loss. Now, I have a system and trade with a plan.”
Today, Rahul runs a small YouTube channel with over 10,000 subscribers and earns through affiliate marketing and freelance trading. He credits the class for giving him both skills and direction.
Story 4: A Retired Government Employee Who Found New Purpose
Amit Verma retired after working in the railways for over 35 years. With time on his hands and a desire to stay mentally active, he decided to learn something new—stock market trading.
At his age, he assumed it would be too technical to grasp. But after doing some research, he found a share market class designed for beginners, with simple explanations and plenty of real-life examples.
He started with the basics:
Understanding how indices work
Reading charts and volume trends
Identifying key support and resistance levels
Over time, he built his own strategy and began managing his portfolio independently.
“It’s like learning a new language. It felt tough at first, but once you get the hang of it, it becomes second nature.”
Now, Amit enjoys analyzing the markets and tracking trends. For him, trading isn’t just about earning—it’s about staying engaged and curious.
Story 5: A Working Professional Who Earned a Side Income
Shalini Reddy worked as a sales executive in Hyderabad and wanted a side hustle that wouldn’t interfere with her job. She tried investing in mutual funds but wanted more control over her finances.
After researching different options, she chose a share market class that offered weekday evening lessons and lifetime access to recorded materials.
She learned:
How to read candlestick charts
Technical indicators and trendlines
Risk-reward ratios and position sizing
Intraday strategies and live market analysis
What she appreciated most was the Telegram group , where she could ask questions and receive daily updates from fellow traders.
“I didn’t expect to earn anything serious at first. But after a few months of practice, I made my first profit—and it was addictive!”
Today, Shalini earns around ₹20,000 extra per month from trading—enough to cover her monthly expenses or save for the future.
Story 6: A Student Who Started His Own Trading Channel
Devansh Jain was still in college when he became interested in trading. Like many young people, he believed trading was a shortcut to fast money.
He jumped into the market without any training—and lost nearly ₹50,000 in just two weeks.
That experience taught him a valuable lesson: You can't rely on tips alone. So he did what smart learners do—he enrolled in a share market class .
What impressed him most was the mentorship aspect. He got direct feedback on his trades and learned how to backtest strategies using historical data.
“I finally understood how to read charts and use indicators properly. More importantly, I learned how to protect my capital.”
After completing the class, Devansh started a YouTube channel sharing his journey and trading insights. Today, he has over 25,000 subscribers and earns through affiliate marketing and sponsored content.
Story 7: A Freelancer Who Used Trading to Boost Income
Neha Patel was already freelancing as a digital marketer but wanted an additional source of income. She explored various side hustles—freelance writing, dropshipping, affiliate marketing—but nothing gave her consistent returns.
Then she discovered share market classes .
She enrolled in a comprehensive program that covered:
Technical analysis
Candlestick pattern recognition
Support/resistance levels
Risk management and psychology
System building and journaling
What set the class apart was its focus on mindset and discipline.
“I realized I was making emotional trades and not sticking to a system. Once I applied what I learned, I started seeing results.”
Today, Neha earns an average of ₹30,000 extra per month from trading—enough to boost her income and invest in further learning.
Story 8: A Beginner Who Learned Through Mobile App Training
Sneha Gupta lived in a small town in Rajasthan. She had heard about trading but never thought she could learn it due to limited local resources.
That changed when she discovered a share market class that offered a dedicated mobile app for learning.
She could watch lectures during breaks, review strategies at night, and participate in live Q&A sessions on weekends.
“The mobile app made it so easy to learn. I didn’t need to travel anywhere—I could study while managing my home and kids.”
Within a few months, Sneha went from being completely new to trading to making small but consistent profits. She continues to grow her knowledge and dreams of turning trading into a full-time career one day.
Why Structured Learning Works
These are just a few of the thousands of success stories coming out of share market classes across India. What ties them together is one thing:
Structured, mentor-led education changes lives.
Unlike self-learning, which often leads to confusion and losses, a good class provides:
Step-by-step guidance
Practical tools and strategies
Mentorship from experienced traders
Lifetime access to materials and updates
Community support and peer interaction
This kind of environment ensures that students don’t just learn theory—they apply it in real-world scenarios.
What Makes a Good Share Market Class?
Based on these real-life transformations, here are the common elements of effective share market classes :
Feature
Description
Mentorship
Taught by real traders, not just instructors
Beginner-Friendly Curriculum
Starts from zero and builds gradually
Risk Management Focus
Emphasizes capital protection and discipline
Lifetime Access
Recorded lectures and revision materials available forever
Community Support
Telegram groups, forums, and peer discussions
Mobile App
Learn anytime, anywhere via phone or tablet
Practical Application
Includes simulated trading and case studies
Final Thoughts
Trading doesn’t have to be complicated. Nor does it require a finance degree or a large investment. What it does require is the right training , the right mindset , and the right mentorship .
If you're tired of chasing tips, making emotional trades, or feeling overwhelmed by charts and numbers—you're not alone.
Thousands of people have walked the same path and come out the other side as confident, profitable traders.
And they all started with the same question:
“Where should I begin?”
For many, the answer was clear:
Enroll in a share market class that teaches real skills—not shortcuts.
Key Takeaways:
A share market class can transform your financial life.
Success comes from structured learning , not guesswork.
Real traders teach discipline, strategy, and risk management .
Many students go from zero knowledge to consistent profits .
Look for mentorship, community, and practical application when choosing a class.
Whether you're a student, homemaker, or professional—trading can change your life if done right.
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Speak Bot: A Beginner’s Roadmap to AI Chatbot Development
In today’s digital transformation era, businesses look for innovative means to engage with customers efficiently and effectively. Among the top transformational technologies transforming this world is the AI chatbot. These intelligent conversational interfaces have revolutionized customer engagement through continuous support, personalized experiences, and operational effectiveness.
Assume that you are a beginner and need to develop an AI chatbot. Under this scenario, this beginner’s guide by Maven Group, being a highly rated AI Chatbot Development Company, will help you learn the basics of developing a chatbot so that your project is well-established and customized for success.
What Is an AI Chatbot? An AI chatbot is an artificial intelligence-based software program that can potentially mimic human language by engaging in text or voice communication. Unlike conventional scripted bots that are based on pre-programmed commands, AI chatbots employ sophisticated machine learning algorithms and natural language processing (NLP) to understand, learn, and answer user questions in a dynamic manner.
Such versatility enables AI chatbots to provide more precise and context-based responses, thus raising user satisfaction and interaction dramatically.
Why Your Business Needs an AI Chatbot The AI chatbot value proposition is massive. Companies utilizing this technology can:
Provide 24/7 Customer Service: Chatbots can interact with customers 24/7, significantly cutting down wait times. Lower Operation Expenses: Automating repetitive questions allows companies to lower customer service costs. Improve Lead Generation: Chatbots can qualify leads directly, reducing the process of selling. Provide Personalized Interactions: Through learning from past interactions, chatbots are able to provide responses personalized according to customer interests. Realizing these benefits, several companies partner with a well-known AI Chatbot Development Company in Hyderabad, such as Maven Group, to be able to leverage chatbot technology successfully.
The Beginner’s Roadmap to AI Chatbot Development Creating an AI chatbot involves adopting a strategic thought process to make it bring business value and customer satisfaction. The following is a step-by-step process recommended by Maven Group, a leading AI Chatbot Development Company that takes pride in being committed to innovation and reliability.
Define the Topic Properly Before you can create, you need to decide what you want your chatbot to do. Would you like to enhance customer service, produce sales, or provide product information? Defining clear goals helps in selecting the right technologies and scope definition.
Choose the Right Platform Where will your chatbot reside? It may be your business’s website, mobile application, social media channels like Facebook Messenger, WhatsApp, or voice-activated devices. Having a multi-platform presence can increase your chatbot’s reach.
Create Conversational Design Conversational UX is the key to chatbot success. Crafting natural, intuitive, and interesting conversations is a must. This includes predicting user intents, potential questions, and designing flowing sequences that lead users seamlessly.
Choose the AI and NLP Technologies Integration with platforms such as Google Dialogflow, IBM Watson, or your own machine learning models enables the chatbot to recognize commands from users and respond accordingly. Your choice depends on your requirement, size, and budget.
Train and Develop the Chatbot Development comprises coding, such as adding AI engines and creating backend systems. Training with relevant data is also required for the chatbot, in a way as to makes it accurate and context-aware.
Rigorous Testing and Refining Selective testing will ensure that the chatbot will be working efficiently under different situations and customer inquiries. Ongoing iteration in response to user feedback continues to sharpen its performance.
Deployment and Monitoring After deploying the chatbot, continuous monitoring becomes crucial to monitor performance metrics, user satisfaction, and to perform timely upgrades.
Working with a seasoned AI Chatbot Development Company in Hyderabad, like Maven Group guarantees that each step, right from conceptualization to deployment, is dealt with professionalism.
Why Maven Group is Your Ideal AI Chatbot Development Partner Being a professional AI Chatbot Development Company, Maven Group prides itself on offering cutting-edge, scalable, and secure chatbot solutions customized to client objectives in all aspects.
Custom Solutions: We tailor every chatbot specifically to best meet your business needs. AI and NLP Skills: Our specialists utilize cutting-edge technology and techniques to create intelligent bots. Smooth Integration: We ensure smooth integration with the already installed CRM, ERP, and other enterprise applications. Support Dedicated: We offer ongoing maintenance and tuning after deployment. Our sterling reputation as a high-rated AI Chatbot Development Company in Hyderabad makes us the first point of call for organizations seeking trustworthy AI-fueled conversational solutions.
The Future of AI Chatbots: A Visionary Plan The growth rate of AI chatbots is also increasing because the generative AI, voice recognition capability, and sentiment analysis are improving. Chatbots tomorrow won’t just answer questions but predict needs, comprehend emotions, and interact with users preemptively.
By investing in chatbot technology today, you set your business up for a future where conversational AI is a vital commodity.
Conclusion Initiating AI chatbot development can seem daunting, but with the right plan and partner, it’s an enjoyable process that achieves important business value. This chatbot development guide lays out the key steps for developing a successful chatbot that engages with people.
For companies looking for a professional AI Chatbot Development Company, Maven Group is here to make your vision come true. As a top AI Chatbot Development Company in Hyderabad, we combine innovation with expertise to deliver chatbots that revolutionize your online interactions.
Begin your chatbot experience today with Maven Group, where smart conversations start.
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System Design for Tech Interviews in 2025

When it comes to landing top-tier technical roles in 2025, system design interviews are no longer optional—they are a standard, crucial part of the interview process. Whether you're aiming to be a Software Engineer, Engineering Manager, Staff Engineer, or Technical Program Manager, system design is often the deciding factor between candidates who merely write good code and those who can architect scalable, reliable, and maintainable systems.
This article is for anyone—whether you're switching from a development background, looking to scale up to a senior role, or targeting full stack or backend-heavy jobs. Let’s break everything down from the ground up.
TL;DR:
System design is a must for mid and senior tech roles in 2025.
Learn the basics: scalability, availability, databases, queues, caching.
Use a structured approach: clarify, sketch, deep-dive, optimize.
Practice real-world problems and focus on trade-offs.
Leverage courses and peer support to grow faster.
Why System Design Interviews Matter Today
Companies expect engineers not just to write clean code, but also to make smart architectural decisions. Think about building platforms like Instagram, Uber, or Netflix. It’s not just about knowing Python or JavaScript—it’s about understanding how to handle millions of users, store billions of rows of data, keep things secure, and make sure services don't go down.
That’s where system design comes in.
Roles where system design is critical:
Full Stack Developers (Mid and Senior)
Backend Engineers
Technical Leads
Staff and Principal Engineers
Technical Program Managers
Engineering Managers and Directors
Whether you're interviewing at a startup or a FAANG company, if the role involves owning large components or leading a team, system design rounds will be part of your interview process.
What a System Design Interview Involves
System design interviews are typically 60–90-minute discussions where you're asked to design an end-to-end architecture for a real-world system. But it’s not about memorizing one right solution—it’s about how you:
Understand requirements (both functional and non-functional)
Break down big problems into manageable components
Justify the trade-offs in your choices
Communicate and think like an architect
Common questions asked in system design interviews:
Design a URL shortener like TinyURL
Design a scalable chat app like WhatsApp
Design a ride-hailing platform like Uber
Design a Netflix-style video streaming service
Design a newsfeed system like Facebook or Twitter
How to Prepare for System Design Interviews in 2025
Let’s walk through a structured plan to prepare, especially if you’re new or feel underconfident about this round.
Step 1: Strengthen Your Fundamentals
Before jumping into mock interviews, get your basics right:
Load Balancers – How do they distribute traffic?
Caching – When and how to use Redis, Memcached, etc.
Databases – SQL vs NoSQL, sharding, replication
Queues – Why use Kafka or RabbitMQ?
Scaling Patterns – Vertical vs horizontal scaling
CAP Theorem – Tradeoffs between consistency, availability, partition tolerance
If you’re enrolled in a System Design Course Online, these topics are usually broken down in a beginner-friendly format with visuals and real-world examples.
Step 2: Follow a Structured Framework
When asked to design a system, break it down step-by-step. This shows clarity and maturity.
Clarify Requirements – Don't jump to solutions. Understand scope first.
Define API Contracts – Define user actions and system responses.
Sketch High-Level Architecture – Think services, databases, APIs.
Deep-Dive into Components – Explain how each part works (auth, storage, feed).
Address Bottlenecks – Where can things go wrong? What are your trade-offs?
Summarize Design – Review everything, address future scaling or optimization.
Practicing this structure in mock interviews or study groups—especially with peers from a Full Stack Developer Course in Hyderabad or similar programs—can be incredibly helpful.
Step 3: Practice with Real-World Scenarios
Practice questions that reflect systems seen in modern SaaS or consumer platforms. Focus on:
Handling millions of users
Ensuring low-latency performance
Managing data replication and consistency
Dealing with real-time features like notifications or location updates
Resources like Grokking the System Design Interview or YouTube videos from experienced engineers can be valuable. But don’t just watch—draw, design, discuss.
Why Structured Courses Can Help
If you’re switching from a purely coding or frontend background, courses give you a structured path, mentorship, and accountability. For example:
1. System Design Course Online
Learn at your own pace
Real-world case studies
Weekly assignments to reinforce learning
2. Full Stack Developer Course in Hyderabad
Hands-on experience building systems
Projects that simulate interviews
Exposure to backend, database, deployment—everything you’d need for design interviews
Investing in the right learning path not only boosts your chances in interviews but also helps you perform well in the role once you land it.
System Design Interviews Today: What Companies Expect in 2025
Hiring teams are evolving. In 2025, many companies have dedicated rounds for system design, especially from SDE-2 level onwards. Here’s what they’re specifically looking for:
Product thinking: Do you understand how users interact with the system?
Scalability trade-offs: Are you choosing the right tools and models?
Communication: Can you explain your ideas clearly to teammates or stakeholders?
For technical program managers and senior roles, these rounds can include architecture review scenarios, where you're asked to improve an existing design or identify bottlenecks.
You Don't Have to Be Perfect, Just Prepared
If you’ve ever been intimidated by system design, you’re not alone. It’s abstract, open-ended, and different from coding rounds. But with the right approach, consistent practice, and a learning environment that supports you—you can absolutely crack it.
If you’re already preparing through a System Design Course Online or even a Full Stack Developer Course in Hyderabad, keep going. You’re building long-term engineering maturity.
If you haven’t started yet—now is a great time. These rounds aren’t going away, and mastering them can unlock 10x better roles, salaries, and career growth.
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Easy Ways for NRIs to Connect with Indian Brides
For many Non-Resident Indians (NRIs), the search for a life partner goes beyond ticking off checkboxes. It’s a deeply personal journey—one rooted in shared values, cultural familiarity, and emotional comfort. While they’ve adapted to global lifestyles, their soul often looks back to India when it comes to choosing a life partner. And this is where nri matchmaking services come into play—creating a bridge between borders, time zones, and traditions.
Let’s explore why matrimony for NRI communities remains strongly connected to Indian roots, especially when choosing NRI brides for marriage.

1. No Need for Translation: Cultural Ease & Festive Bonding
For NRIs, life is often filled with cultural code-switching. But what if the festive joy of Diwali or Pongal didn’t require an explanation? That’s the comfort Indian brides bring. They naturally understand what it means to wake up early for puja or why a simple meal at a festival holds emotional weight.
From celebrating Navaratri in New Jersey to attending online Onam celebrations from Dubai, shared rituals become effortless when the partner is emotionally attuned to those traditions. It’s this unspoken familiarity that makes Indian brides an ideal match for many NRI grooms.
2. Regional Roots: Not Just Language, But Lifestyle
Regional identity plays a subtle yet powerful role in NRI matchmaking. A Telugu-speaking techie in Germany might yearn for weekend spicy food - made the way his mother makes it. A Tamil doctor in Canada may feel instantly connected to someone who understands the nuances of Karthigai Deepam.
These aren’t just lifestyle preferences—they’re emotional anchors. NRI marriage websites now allow detailed filters that make it easier to find partners within specific regional or linguistic preferences. This helps ensure that shared dialects and cuisines lead to shared laughter and life goals.
3. Language is a Bridge, Not a Barrier
Being multilingual is a reality for NRIs—work in English, text in local dialects, and call parents in their mother tongue. The ability to converse freely without switching mental gears is invaluable in a marriage.
Choosing a bride fluent in one’s native language adds emotional closeness. There’s warmth in saying “Good Morning” in your mother tongue. And comfort in discussing family traditions without translating context. That’s what makes NRI brides from India an emotionally sound choice—language becomes a tool for bonding, not a barrier.
4. Family-Focused Outlook: Values That Align Across Oceans
One key reason NRI grooms for marriage seek Indian partners is their shared respect for family traditions and dynamics. Whether it’s making room for parents during holidays or managing extended family WhatsApp groups, Indian brides tend to navigate familial ties with grace.
Unlike the Western outlook that may prioritize individualism, Indian brides are often raised with a strong sense of community. This aligns beautifully with the traditional values many NRIs carry, especially those raised in joint families or with deep-rooted community ties.
5. Career Compatibility: Ambitions That Match and Empower
Modern Indian brides are not just culturally rooted but also highly accomplished. Many are software engineers, doctors, financial analysts, or entrepreneurs—balancing tradition with ambition seamlessly.
NRI marriage services are increasingly witnessing matches where the couple respects each other’s career paths. Whether it's a Silicon Valley engineer connecting with a coder in TamilNadu or a UK-based lawyer matching with a Karnataka-based consultant, these partnerships thrive on intellectual compatibility and shared ambition.
With NRI grooms often seeking partners who understand the challenges of global careers, Indian brides who are professionally driven bring an ideal blend of ambition and adaptability.
6. Reliable Platforms Make the Journey Smoother
The rise of dedicated NRI marriage websites has revolutionized how matches are made. These platforms don’t just connect profiles—they connect lives. From detailed filters to native language preference, secure verification via mobile, and even other intuitive search options, the process respects both tradition and privacy.
By focusing on matrimony for NRI communities, these services are tailored to help families and individuals make meaningful connections that cross geographical boundaries.

Final Thought
In today’s connected yet complex world, NRI brides and grooms aren’t just looking for companionship—they’re looking for connection. And that connection often lies in the familiar comfort of Indian traditions, family values, and cultural fluency.
Whether it’s a Nadar bridegroom, a Telugu artist, or a Tamil entrepreneur—what ties all these matches together is the understanding that marriage is not just a union of people, but of worlds.
So, if you’re an NRI ready to find your ideal match, India may not just be your birthplace—it might just be where your future begins.
#NRI Life Partner#Matrimony For NRI#Abroad Match#Indian Brides#NRI Grooms For Marriage#NRI Marriage Service
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jobs in chennai for freshers - Career.contact
Jobs in Chennai for Freshers: The First Step Towards a Succinct Career
Entering the corporate world as a fresher can be daunting. With countless industries, positions, and places to pick from, it's difficult to know where to start. But if you're on the lookout for a city that provides career prospects, low living costs, and a supportive environment — Chennai is an intelligent option.
Whatever you are - fresh engineering graduate, commerce, art, or management graduate, there are plenty of opportunities waiting across industries in Chennai. The city is famous for its mix of tradition and technology, and you can see its job market proving that perfectly well.

Why Chennai Is a Good Place for New Graduates
Chennai has developed a low-key reputation for being among India's most stable job centers. In contrast to high-speed cities that are cold and impersonal, Chennai has a more earthy work environment. The standard of living is affordable, the public transport is good, and the city prioritizes education and skill-building — making it the perfect place for freshers.
Following are some sectors where freshers are eagerly recruited in Chennai:
1. Information Technology (IT) and Software
It is the strongest industry in Chennai for freshers. Tech parks such as TIDEL Park, DLF Cyber
City, and Olympia Tech Park accommodate top companies such as TCS, Infosys, Cognizant, Accenture, and Zoho. These organizations hire software developers, support engineers, testers, data analysts, and UI/UX designers regularly.
Skills that are useful: Basic programming skills (Java, Python, C++), problem-solving, communication, and a desire to learn.
2. Business Process Outsourcing (BPO) and Customer Support
For newly graduated individuals belonging to any qualification, BPO and support streams provide immediate job market entry. HCL, Tech Mahindra, and Wipro, among others, recruit for voice, non-voice, and backend operations. Although the salaries may be moderate at first, most use it as a platform to get jobs in corporates.
Skills beneficial: Good communication, basic knowledge of computers, patience, and customer handling ability.
3. Sales and Marketing
FMCG businesses, banks, startups, and insurance companies hire freshers for sales and marketing positions. Field sales, telemarketing, digital marketing internships, and branding jobs are a few of the entry-level opportunities.
Skills that come in handy: Confidence. Communication, persuasion, and familiarity with digital tools (for online marketing jobs).
4. Content and Design
If you have a media, journalism, English, or design background, there are possibilities in content writing, social media, video editing, and graphic design. Several startups, YouTubers, and marketing agencies in Chennai recruit freshers with creative skills.
Skills that come in handy: Writing skill, design software (such as Canva, Photoshop), basic video editing, and creativity.
5. Banking and Finance
For management and commerce graduates, there are fresher posts in loan processing, customer service, back-office, and sales in banks and financial institutions.
Skills which come to your rescue: MS Excel, communication skills, basic accounting skills, and analytical skills.

Where to Find Fresher Jobs in Chennai
Finding a fresher job is all about where to find them. Here are some useful tips:
Job Portals: Sites like Naukri, LinkedIn, and Freshersworld list fresher openings in Chennai on a regular basis.
Company Websites: Many companies have dedicated careers pages with trainee or internship roles listed.
Walk-In Drives: Especially common in the BPO and tech sector. Keep an eye on job forums and WhatsApp groups.
Campus Placement: If you’re still studying, make use of campus placement opportunities.
Referrals and Networking: Ask seniors or friends who are already working — referrals often fast-track your chances.
Conclusion:
Beginning your career in Chennai as a fresher can seem like a step too small, but it's the start of a journey that can lead you places. The city has a welcoming work culture, learning opportunities, and stable growth. You won't get your dream job immediately — and that's just fine. The thing to do is to gain experience, learn continually, and be willing to consider various roles that make you learn and grow.
Be persistent in your job hunt, customize your resume for every position, and prepare extensively for interviews. With persistence and the correct mindset, your initial job in Chennai may become the stepping stone for a great and rewarding career.
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IPL Live Match? Here’s Why the Whole Nation Pauses

The air feels different. The streets grow quieter. Phones go silent—unless it’s a score update. Moms stop mid-chapati, bosses pretend not to notice breaks, and friends fight over remote controls. You guessed it: an IPL live match is on.
Welcome to India’s most dramatic, glamorous, and adrenaline-filled cricketing carnival—the Indian Premier League (IPL). It’s not just a game. It’s a ritual. A bonding agent. A national emotion that brings everyone—chaiwallahs, college students, software engineers, Bollywood stars, and even distracted politicians—onto the same page. The question “IPL live match?” isn’t just casual small talk. It’s the modern-day equivalent of asking, “Are you breathing today?”
IPL: More Than Just Cricket
Let’s be honest. The IPL is not your average cricket tournament. It’s a melting pot of cultures, formats, personalities, and fireworks—both literal and emotional. Since its inception in 2008, IPL has become a festival, a reality show, a soap opera, and a blockbuster movie rolled into one.
What makes it so special? The secret sauce lies in its unpredictability. One ball can flip a match. One over can create or destroy legends. And one six can make a stadium erupt louder than Diwali night.
And watching it live? That’s where the magic multiplies.
The Power of Live: Why Replays Just Don’t Cut It
You can watch highlights. You can scroll social media. You can even check the score every 5 minutes. But nothing—absolutely nothing—beats watching an IPL live match.
Why? Because the thrill lies in not knowing.
You don’t know when Dhoni might helicopter that last ball.
You don’t know if a rookie bowler will bowl a dream over to Virat Kohli.
You don’t know if a dropped catch will haunt the entire team for the season.
Every delivery is a question mark. Every shot is a heartbeat. Every appeal, every strategic timeout, every third umpire decision feels like a cliffhanger.
Teams We Bleed For
One of the biggest reasons IPL gets under our skin is team loyalty. No matter how logical we are in daily life, the moment our favorite team walks onto that field, all reason goes out the window.
Are you a die-hard Mumbai Indians fan? Then you know the pain of a middle-order collapse and the joy of a Bumrah yorker.
Bleeding yellow for Chennai Super Kings? Welcome to the temple of Thala Dhoni.
Rooting for Royal Challengers Bangalore? Then you’ve tasted both heartbreak and hope more than anyone else in this league.
The IPL live match isn’t just a match—it's an emotional rollercoaster. We scream at the screen, text our friends, change our lucky jerseys, and sometimes even pray to cricket gods we didn’t believe in ten minutes ago.
The Commentary, the Chatter, the Chaos
Let’s talk about something underrated: commentary during a live IPL match. It’s not just analysis—it’s entertainment. From Harsha Bhogle’s poetic insights to Danny Morrison’s outbursts of pure joy, the live commentary team is as much a part of the IPL experience as the players themselves.
Then there’s the social media frenzy. Twitter explodes with memes the second something dramatic happens. Instagram stories are filled with screens, pizza, and passionate rants. Family WhatsApp groups suddenly light up with emojis, predictions, and “Did you see that shot?!”
Stadium or Sofa? The Great Debate
For many, watching an IPL live match in a stadium is a bucket-list item. The floodlights. The roar of the crowd. The synchronized chants. The energy is infectious. You feel every run, every wicket, like it’s your own.
But let’s not discount the charm of your living room sofa. There’s something beautiful about watching a match with your family, your friends, or even solo, with popcorn and Pepsi in hand. The conversations, the shouting, the nail-biting moments—pure gold.
Wherever you are, the magic of IPL lives in the atmosphere you create around it.
IPL Moments That Still Give Us Goosebumps
Let’s rewind and relive a few unforgettable IPL live match moments:
Brendon McCullum’s 158 in the very first IPL game ever. That wasn’t a cricket innings. That was a warning to the world.
MS Dhoni’s last-over chases—you know the ones. Ice in his veins, bat in hand, finish line in sight.
AB de Villiers pulling off miracles with the bat, leaving even fielders in awe.
Andre Russell going full beast mode, smashing boundaries like he's swatting flies.
These moments felt electric in real-time—and no highlight reel can match the emotion of experiencing them live.
A Nation United (and Divided)
Perhaps the greatest gift of the IPL is how it unites us even as it divides us. We argue over teams. We debate players. We fight over the best captains. But at the end of the day, we all love the same thing: the IPL live match experience.
It’s one of the rare events where the paanwala, the CEO, the auto-rickshaw driver, and the school kid are all on the same page. Different teams, different cities, different opinions—but one love.
So, IPL Live Match? Always Yes.
If someone asks you, “IPL live match?”, there’s only one correct response: When, where, and what snacks should I bring?
Because this isn’t just cricket. It’s a celebration of everything we love—drama, skill, emotion, and that unbeatable Indian passion for the game. Whether you’re cheering from the stands, yelling at the TV, or sneakily checking the score during a meeting, the IPL has its grip on you. And honestly, you wouldn’t want it any other way.
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Women and Wealth: The Growing Role of Female Investors in Indian Markets
Introduction
For decades, the Indian stock market was perceived as a male-dominated domain—an arena where women were expected to observe from the sidelines, not actively participate. But not anymore.
In 2025, the landscape is changing fast. From metro cities to small towns, women are not just managing household budgets—they’re managing mutual funds, stock portfolios, SIPs, and startup investments. Whether salaried professionals, entrepreneurs, homemakers, or students, Indian women are increasingly taking control of their financial futures.
This blog explores the rise of female investors in India, what’s driving this movement, the challenges they still face, and why their presence is reshaping how India invests.
The Numbers Speak: Women Are Stepping In
The number of active women demat accounts has grown over 180% in the last 5 years
Women now make up 20–25% of mutual fund investors, up from just 12% in 2017
Platforms like Zebu and others report a 35% YoY increase in female participation in SIPs and equity trading
This is no small trend—it’s a structural shift in the investment culture of India.
What’s Driving the Change?
Digital Access and App-Based Investing
Mobile-first platforms with simple UIs have removed jargon, paperwork, and intimidation. Today’s investing tools are designed to empower, not overwhelm.
Financial Literacy Campaigns
From SEBI to schools, NGOs to finfluencers, targeted efforts have made terms like “compounding,” “diversification,” and “asset allocation” part of everyday vocabulary.
Workforce Participation and Income Control
More women earning = more women saving = more women investing. Financial independence is leading to financial decision-making.
Peer Learning and Online Communities
Female-focused finance groups on WhatsApp, Instagram, and YouTube are creating safe spaces to learn, ask questions, and grow together.
Changing Mindsets
Younger women are seeing investing as self-care, not just responsibility. They’re investing for goals, freedom, and confidence—not just retirement.
Profiles of India’s New Female Investors
Megha, 27, Software Engineer: Invests 20% of her income in equity mutual funds and tracks Nifty ETFs via Zebu
Rashmi, 40, Homemaker: Uses SIPs and gold bonds to build wealth from household savings
Aisha, 35, Boutique Owner: Trades in options and holds a diversified stock portfolio across banking and pharma
Priya, 22, Student: Learns via YouTube and invests small amounts in thematic mutual funds and digital gold
These are not exceptions—they are examples of a rising norm.
What Women Are Doing Differently
✔ Goal-Based Investing
Women tend to invest with specific life goals in mind—child’s education, home, travel, retirement—leading to longer horizons and better discipline.
✔ Conservative but Consistent
Women are less prone to overtrading or speculative bets. They often prefer SIPs, blue-chip stocks, and hybrid funds—building wealth quietly and steadily.
✔ Higher Research and Caution
Studies show women investors take fewer but more informed decisions, often outperforming male counterparts who trade more frequently.
Sectors Where Women Are Actively Investing
FMCG and Pharma: Familiar brands and steady earnings inspire confidence
Banking and Financial Services: Trusted sectors with predictable growth
ESG and Thematic Funds: Increasing interest in sustainable, purpose-driven investing
REITs and Gold ETFs: Offering a mix of stability and alternative income
Many women are also exploring stock market courses, NISM certifications, and personal finance coaching—building both portfolios and knowledge.
Challenges That Still Exist
❌ Social Biases
Many women are still excluded from family financial decisions, despite being more than capable.
❌ Income Gaps
With lower average income and career breaks, women have to work harder to save and invest the same amounts.
❌ Financial Product Complexity
Insurance, taxation, and retirement planning remain underexplored among first-time female investors.
❌ Scams and Misleading Advice
Women (especially in Tier 2/3 cities) are often targeted by unregistered tipsters and WhatsApp “gurus”, making investor education crucial.
How to Support and Accelerate the Trend
✔ Financial Education for All Ages
Introduce money conversations at home and school. Normalize girls talking stocks as much as science.
✔ Inclusive Platforms
Apps and brokerages need to design with empathy—considering UX for first-gen investors, regional languages, and gender-based UI insights.
✔ Employer-Driven Investment Workshops
HR departments can drive change by running female-led investor sessions and wellness programs.
✔ Celebrating Female Financial Role Models
Highlight women who’ve built wealth—not just celebrities, but everyday achievers who started small and stayed consistent.
Zebu Spotlight: Tools That Empower
Zebu offers:
Goal-based investment tracking
User-friendly SIP automation
Stock insights and portfolio health checks
Learning modules for new investors
Our platform sees growing participation from women aged 25–45—especially in equity mutual funds, index investing, and tax planning tools.
The Bigger Picture: Women’s Wealth is National Wealth
Studies show that when women control finances, household well-being improves, savings increase, and community impact multiplies. More women investing = stronger families, smarter markets, and a more balanced economy.
It’s not just about inclusion—it’s about evolution.
Conclusion
The rise of female investors in India is not a trend—it’s a transformation. As more women take charge of their financial journeys, they’re not just building wealth—they’re rewriting the rules of money, markets, and mindsets.
At Zebu, we salute every woman who makes her first investment, asks her first question, or teaches another woman to start. Because the future of investing isn’t just digital—it’s equal.
Disclaimer
This blog post is published by Zebu, and is intended solely for informational and educational purposes. The content shared does not constitute investment advice, financial planning, or an offer to buy or sell any financial instruments. The views expressed are based on the author’s interpretation of publicly available information and market trends at the time of writing.
While Zebu makes every effort to provide accurate and up-to-date information, we do not guarantee the completeness, reliability, or suitability of the content for any particular purpose. Investors are strongly advised to perform their own due diligence and consult with certified financial advisors or tax consultants before making any investment decisions.
Stock market investments are subject to market risks, including the possible loss of principal. Past performance is not indicative of future results. Zebu shall not be held liable for any direct or indirect damages or losses arising from the use of this content.
By accessing this blog, readers agree that they are doing so at their own discretion and risk.
#zebu#finance#investment#investwisely#financialfreedom#investing#investors#makemoney#investmentgoals#mutual funds
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Real Stories: How Trading Courses Changed Lives

In today’s digital-first economy, more and more Indians are turning to stock market trading as a way to grow their wealth and achieve financial independence. With platforms like Zerodha, Upstox, and Groww making trading accessible to everyone, it's no surprise that interest is booming.
However, just having access doesn’t guarantee success.
Many people start trading by following tips from social media or WhatsApp groups—only to end up confused, frustrated, or worse—losing money. That’s where structured learning makes all the difference.
Trading courses have helped thousands of Indians go from complete beginners to confident traders. In this article, we’ll share real transformation stories of people who changed their lives after enrolling in the right trading course .
These aren’t exaggerated claims or marketing gimmicks—these are authentic journeys of students, homemakers, professionals, and retirees who found success through proper education and mentorship.
Story 1: From Software Engineer to Full-Time Trader
Rajesh Mehta used to work as a software engineer in Bangalore. He had heard about intraday trading but didn’t understand how it worked. After watching a few YouTube videos, he decided to try trading on his own—but lost over ₹2 lakh within a year.
Frustrated and discouraged, he almost gave up—until a friend suggested he take a trading course instead of relying on random advice.
He enrolled in a six-month program that covered everything from candlestick patterns to risk management. At first, it was overwhelming, but the structured approach helped him build confidence.
“I realized I had been making every mistake in the book—no stop-losses, emotional trading, chasing tips. The course taught me how to think like a trader, not a gambler.”
Within a year of completing the course, Rajesh quit his job and now trades full-time. He earns a stable income and even mentors others through his own Telegram group.
Story 2: A Homemaker Who Found Financial Independence
Priya Sharma, a homemaker in Jaipur, had never invested in stocks before. She wanted to understand the markets better—not just for herself, but so she could help her husband make smarter investment decisions.
She joined a trading course that offered weekend batches and mobile app support, which fit perfectly into her busy schedule.
The course started from the basics:
What is a stock?
How do exchanges like NSE and BSE work?
Understanding candlestick charts
Learning technical indicators like RSI and MACD
What stood out to Priya was how the course emphasized risk management —something most beginner traders ignore.
“I thought trading was about buying low and selling high. But the course showed me that it’s really about managing losses and staying disciplined.”
Today, Priya manages her family’s investments confidently and even trades part-time. She says the course gave her not just knowledge, but financial independence .
Story 3: A College Dropout Who Built a Trading Career
Rahul Das dropped out of college and struggled to find a job. Like many young Indians, he turned to online opportunities—including cryptocurrency and stock trading.
He followed several influencers and joined paid groups, but kept losing money week after week.
Eventually, he came across a video by a real trader discussing why most people fail in trading. That led him to enroll in a trading course that emphasized practical learning and mentorship.
Unlike other programs, this course included:
Live doubt-clearing sessions
Paper trading practice
Case studies based on real market conditions
Strategy-building exercises
What surprised Rahul the most was how much time the mentor spent teaching students how to manage emotions and avoid impulsive decisions.
“Before the course, I would panic-sell at the first sign of loss. Now, I have a system and trade with a plan.”
Today, Rahul runs a small YouTube channel with over 10,000 subscribers and earns through affiliate marketing and freelance trading. He credits the course for giving him both skills and direction.
Story 4: A Retired Government Employee Who Found New Purpose
Amit Verma retired after working in the railways for over 35 years. With time on his hands and a desire to stay mentally active, he decided to learn something new—stock market trading.
At his age, he assumed it would be too technical to grasp. But after doing some research, he found a trading course designed for beginners, with simple explanations and plenty of real-life examples.
He started with the basics:
Understanding how indices work
Reading charts and volume trends
Identifying key support and resistance levels
Over time, he built his own strategy and began managing his portfolio independently.
“It’s like learning a new language. It felt tough at first, but once you get the hang of it, it becomes second nature.”
Now, Amit enjoys analyzing the markets and tracking trends. For him, trading isn’t just about earning—it’s about staying engaged and curious.
Story 5: A Working Professional Who Earned a Side Income
Shalini Reddy worked as a sales executive in Hyderabad and wanted a side hustle that wouldn’t interfere with her job. She tried investing in mutual funds but wanted more control over her finances.
After researching different options, she chose a trading course that offered weekday evening classes and lifetime access to recorded lessons.
She learned:
How to read candlestick charts
Technical indicators and trendlines
Risk-reward ratios and position sizing
Intraday strategies and live market analysis
What she appreciated most was the Telegram group , where she could ask questions and receive daily updates from fellow traders.
“I didn’t expect to earn anything serious at first. But after a few months of practice, I made my first profit—and it was addictive!”
Today, Shalini earns around ₹20,000 extra per month from trading—enough to cover her monthly expenses or save for the future.
Story 6: A Student Who Started His Own Trading Channel
Devansh Jain was still in college when he became interested in trading. Like many young people, he believed trading was a shortcut to fast money.
He jumped into the market without any training—and lost nearly ₹50,000 in just two weeks.
That experience taught him a valuable lesson: You can't rely on tips alone. So he did what smart learners do—he enrolled in a trading course .
What impressed him most was the mentorship aspect. He got direct feedback on his trades and learned how to backtest strategies using historical data.
“I finally understood how to read charts and use indicators properly. More importantly, I learned how to protect my capital.”
After completing the course, Devansh started a YouTube channel sharing his journey and trading insights. Today, he has over 25,000 subscribers and earns through affiliate marketing and sponsored content.
Story 7: A Freelancer Who Used Trading to Boost Income
Neha Patel was already freelancing as a digital marketer but wanted an additional source of income. She explored various side hustles—freelance writing, dropshipping, affiliate marketing—but nothing gave her consistent returns.
Then she discovered trading courses .
She enrolled in a comprehensive program that covered:
Technical analysis
Candlestick pattern recognition
Support/resistance levels
Risk management and psychology
System building and journaling
What set the course apart was its focus on mindset and discipline.
“I realized I was making emotional trades and not sticking to a system. Once I applied what I learned, I started seeing results.”
Today, Neha earns an average of ₹30,000 extra per month from trading—enough to boost her income and invest in further learning.
🛠️ Story 8: A Beginner Who Learned Through Mobile App Training
Sneha Gupta lived in a small town in Rajasthan. She had heard about trading but never thought she could learn it due to limited local resources.
That changed when she discovered a trading course that offered a dedicated mobile app for learning.
She could watch lectures during breaks, review strategies at night, and participate in live Q&A sessions on weekends.
“The mobile app made it so easy to learn. I didn’t need to travel anywhere—I could study while managing my home and kids.”
Within a few months, Sneha went from being completely new to trading to making small but consistent profits. She continues to grow her knowledge and dreams of turning trading into a full-time career one day.
Why Structured Learning Works
These are just a few of the thousands of success stories coming out of trading courses across India. What ties them together is one thing:
Structured, mentor-led education changes lives.
Unlike self-learning, which often leads to confusion and losses, a good course provides:
Step-by-step guidance
Practical tools and strategies
Mentorship from experienced traders
Lifetime access to materials and updates
Community support and peer interaction
This kind of environment ensures that students don’t just learn theory—they apply it in real-world scenarios.
What Makes a Good Trading Course?
Based on these real-life transformations, here are the common elements of effective trading courses :
Feature
Description
Mentorship
Taught by real traders, not just instructors
Beginner-Friendly Curriculum
Starts from zero and builds gradually
Risk Management Focus
Emphasizes capital protection and discipline
Lifetime Access
Recorded lectures and revision materials available forever
Community Support
Telegram groups, forums, and peer discussions
Mobile App
Learn anytime, anywhere via phone or tablet
Practical Application
Includes simulated trading and case studies
Final Thoughts
Trading doesn’t have to be complicated. Nor does it require a finance degree or a large investment. What it does require is the right training , the right mindset , and the right mentorship .
If you're tired of chasing tips, making emotional trades, or feeling overwhelmed by charts and numbers—you're not alone.
Thousands of people have walked the same path and come out the other side as confident, profitable traders.
And they all started with the same question:
“Where should I begin?”
For many, the answer was clear:
Enroll in a trading course that teaches real skills—not shortcuts.
Key Takeaways:
A trading course can transform your financial life.
Success comes from structured learning , not guesswork.
Real traders teach discipline, strategy, and risk management .
Many students go from zero knowledge to consistent profits .
Look for mentorship, community, and practical application when choosing a course.
Whether you're a student, homemaker, or professional—trading can change your life if done right.
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Best Web Design Company in Australia
Why LDS Engineers is the Best Web Design Company in Australia, Crafting Exceptional Websites for Business Success, In today’s speedy-paced virtual global, having a properly-designed internet site is essential for any commercial enterprise looking to prevail online.
That’s where LDS Engineers is available. Known as one of the first-class net design organizations in Australia, we specialize in developing lovely, responsive, and user-friendly websites that not only look remarkable but also carry out particular.
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But we don’t just prevent ATB design. Our know-how extends to:
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Final Thoughts
Rooshil Hibbert
As the project draws to a close, here are some of my thoughts about the overall experience.
This was one of my more pleasant team experiences and painted a much clearer picture of how a group should ideally operate. We were able to allocate roles quite effectively so that all team members would be able to contribute.
The challenge was taking advantage of the wide range of skills possessed by each group member. Since three members including me were experienced with 3D software, and the other two were more experienced in 2D, this was why we decided to construct a 3D scene.
The main software we used to arrange our scene was Unreal Engine. Since only me and one other group member had experience with Unreal Engine, we communicated quite heavily, and I spent the last couple of days before submission troubleshooting and providing technical assistance.
The final result unfortunately could not be carried out quite to the level we were hoping for due to technical difficulties with Unreal Engine such as lighting and rendering. Due to these problems we did not have time to render the scene in higher resolution, which impacted the look of our final product.
I regret being unable to share the work in Unreal Engine more equally, as I was unable to directly make changes to the final result. There were limited ways we could share the files, and we were constrained by the size of the project folder.
Despite my buildings not being featured to the degree I would have preferred, I am glad that my animation of the statues received the spotlight in the final experience. Due to its importance, I spent much time and care perfecting the movements of the statues and I was satisfied with the result.
Despite issues with the final outcome, the overall experience was very rewarding and familiarised me with group dynamics. Part of the reason I found this team project more pleasant was that everyone was equally committed to finishing the project, and it was easy to agree with other members of the group about certain decisions such as meeting times, decisions for future development, etc. and providing updates on WhatsApp.
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Free Job Alert Vacancy in Bihar: Latest Government and Private Job Openings
Finding the right job opportunity in Bihar can be challenging, especially when job seekers are unaware of the latest vacancies. Whether you are a fresh graduate, an experienced professional, or someone looking for a career change, staying updated with job openings is crucial. In this blog, we bring you comprehensive details about "Free Job Alert Vacancy in Bihar," helping you secure the best employment opportunities.
Why Stay Updated with Free Job Alerts in Bihar?
With Bihar experiencing rapid economic growth, multiple job openings are available in both government and private sectors. Free job alerts ensure that you never miss an opportunity and apply on time. These alerts provide details about job roles, qualifications, deadlines, and the application process. Here’s why subscribing to free job alerts is beneficial:
Timely Notifications: Get instant updates on job vacancies.
Government and Private Jobs: Alerts cover both sectors for a wider choice.
No Registration Fee: Access to job information without any cost.
Application Guidance: Clear information on how to apply for jobs.
Latest Government Job Vacancies in Bihar
Government jobs are one of the most sought-after career options in Bihar due to job security, good salary packages, and additional benefits. Some of the latest government job vacancies include:
Bihar Public Service Commission (BPSC) Recruitment
Positions: Administrative Officers, Engineers, Lecturers
Qualification: Varies based on the post (Graduate, Postgraduate, Technical degrees)
Selection Process: Preliminary Exam, Mains Exam, Interview
Bihar Staff Selection Commission (BSSC) Recruitment
Positions: Clerks, Assistants, Data Entry Operators
Qualification: 10+2 or Graduate
Selection Process: Written Exam, Skill Test, Interview
Bihar Police Recruitment
Positions: Constables, Sub-Inspectors, Firemen
Qualification: 10th, 12th, or Graduation (as per the role)
Selection Process: Physical Test, Written Exam, Medical Examination
Teaching Jobs in Bihar
Positions: Primary, Secondary, and Higher Secondary Teachers
Qualification: B.Ed, D.El.Ed, Graduation/Post Graduation
Selection Process: State-level Teacher Eligibility Test (TET), Written Exam, Interview
Latest Private Sector Job Vacancies in Bihar
The private sector in Bihar is also expanding with opportunities in IT, banking, healthcare, education, and manufacturing. Some of the latest openings include:
Banking and Finance Jobs
Positions: Customer Service Executives, Loan Officers, Account Managers
Qualification: Graduation/Post Graduation in Finance or related fields
Selection Process: Written Exam, Interview
Healthcare Sector Jobs
Positions: Nurses, Lab Technicians, Medical Officers
Qualification: Diploma, MBBS, B.Sc Nursing
Selection Process: Skill Test, Interview
IT and Software Jobs
Positions: Web Developers, Data Analysts, IT Support Executives
Qualification: B.Tech, BCA, MCA
Selection Process: Technical Test, Interview
Retail and Marketing Jobs
Positions: Sales Executives, Marketing Managers, Customer Support
Qualification: 12th pass, Graduation, MBA
Selection Process: Interview, Aptitude Test (if required)
How to Apply for Free Job Alert Vacancy in Bihar?
To ensure you never miss a job opportunity, follow these steps:
Subscribe to Job Portals: Register on job websites that provide free job alerts for Bihar.
Follow Government Websites: Regularly check official websites like BPSC, BSSC, and Bihar Police for updates.
Join Job Forums and Groups: Follow Bihar job-related Telegram, WhatsApp, and Facebook groups.
Set Email Alerts: Enable job notification emails on employment websites.
Prepare Required Documents: Keep scanned copies of your certificates, ID proof, and resume ready for quick application.
Benefits of Free Job Alerts
Saves Time: No need to search job portals manually.
Reduces Competition: Apply early before competition increases.
Enhances Opportunities: Discover job vacancies that suit your qualifications.
No Cost Involved: Get job updates free of charge.
Final Thoughts
Bihar offers a wealth of job opportunities in both government and private sectors. Staying updated with "Free Job Alert Vacancy in Bihar" can help you land your dream job. Make sure to regularly check job portals, official websites, and social media groups for the latest updates. Keep your resume and documents ready, and apply promptly to increase your chances of selection.
Start your job search today and secure a bright future in Bihar!
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