#open data projects

[bookwyrminspiration]

sisyphus moanin about that boulder when he doesn't even have to write a research essay with three strangers

[asiandra-dash]

❥ 𝓣𝓮𝓵𝓵 𝓶𝓮, 𝔀𝓲𝓵𝓵 𝔂𝓸𝓾 𝓬𝓱𝓸𝓸𝓼𝓮 𝓵𝓲𝓯𝓮?

♡/↻ if saving ┄ Credit is not needed, but appreciated

[bigleapblog]

Your Guide to B.Tech in Computer Science & Engineering Colleges

In today's technology-driven world, pursuing a B.Tech in Computer Science and Engineering (CSE) has become a popular choice among students aspiring for a bright future. The demand for skilled professionals in areas like Artificial Intelligence, Machine Learning, Data Science, and Cloud Computing has made computer science engineering colleges crucial in shaping tomorrow's innovators. Saraswati College of Engineering (SCOE), a leader in engineering education, provides students with a perfect platform to build a successful career in this evolving field.

Whether you're passionate about coding, software development, or the latest advancements in AI, pursuing a B.Tech in Computer Science and Engineering at SCOE can open doors to endless opportunities.

Why Choose B.Tech in Computer Science and Engineering?

Choosing a B.Tech in Computer Science and Engineering isn't just about learning to code; it's about mastering problem-solving, logical thinking, and the ability to work with cutting-edge technologies. The course offers a robust foundation that combines theoretical knowledge with practical skills, enabling students to excel in the tech industry.

At SCOE, the computer science engineering courses are designed to meet industry standards and keep up with the rapidly evolving tech landscape. With its AICTE Approved, NAAC Accredited With Grade-"A+" credentials, the college provides quality education in a nurturing environment. SCOE's curriculum goes beyond textbooks, focusing on hands-on learning through projects, labs, workshops, and internships. This approach ensures that students graduate not only with a degree but with the skills needed to thrive in their careers.

The Role of Computer Science Engineering Colleges in Career Development

The role of computer science engineering colleges like SCOE is not limited to classroom teaching. These institutions play a crucial role in shaping students' futures by providing the necessary infrastructure, faculty expertise, and placement opportunities. SCOE, established in 2004, is recognized as one of the top engineering colleges in Navi Mumbai. It boasts a strong placement record, with companies like Goldman Sachs, Cisco, and Microsoft offering lucrative job opportunities to its graduates.

The computer science engineering courses at SCOE are structured to provide a blend of technical and soft skills. From the basics of computer programming to advanced topics like Artificial Intelligence and Data Science, students at SCOE are trained to be industry-ready. The faculty at SCOE comprises experienced professionals who not only impart theoretical knowledge but also mentor students for real-world challenges.

Highlights of the B.Tech in Computer Science and Engineering Program at SCOE

Comprehensive Curriculum: The B.Tech in Computer Science and Engineering program at SCOE covers all major areas, including programming languages, algorithms, data structures, computer networks, operating systems, AI, and Machine Learning. This ensures that students receive a well-rounded education, preparing them for various roles in the tech industry.

Industry-Relevant Learning: SCOE’s focus is on creating professionals who can immediately contribute to the tech industry. The college regularly collaborates with industry leaders to update its curriculum, ensuring students learn the latest technologies and trends in computer science engineering.

State-of-the-Art Infrastructure: SCOE is equipped with modern laboratories, computer centers, and research facilities, providing students with the tools they need to gain practical experience. The institution’s infrastructure fosters innovation, helping students work on cutting-edge projects and ideas during their B.Tech in Computer Science and Engineering.

Practical Exposure: One of the key benefits of studying at SCOE is the emphasis on practical learning. Students participate in hands-on projects, internships, and industry visits, giving them real-world exposure to how technology is applied in various sectors.

Placement Support: SCOE has a dedicated placement cell that works tirelessly to ensure students secure internships and job offers from top companies. The B.Tech in Computer Science and Engineering program boasts a strong placement record, with top tech companies visiting the campus every year. The highest on-campus placement offer for the academic year 2022-23 was an impressive 22 LPA from Goldman Sachs, reflecting the college’s commitment to student success.

Personal Growth: Beyond academics, SCOE encourages students to participate in extracurricular activities, coding competitions, and tech fests. These activities enhance their learning experience, promote teamwork, and help students build a well-rounded personality that is essential in today’s competitive job market.

What Makes SCOE Stand Out?

With so many computer science engineering colleges to choose from, why should you consider SCOE for your B.Tech in Computer Science and Engineering? Here are a few factors that make SCOE a top choice for students:

Experienced Faculty: SCOE prides itself on having a team of highly qualified and experienced faculty members. The faculty’s approach to teaching is both theoretical and practical, ensuring students are equipped to tackle real-world challenges.

Strong Industry Connections: The college maintains strong relationships with leading tech companies, ensuring that students have access to internship opportunities and campus recruitment drives. This gives SCOE graduates a competitive edge in the job market.

Holistic Development: SCOE believes in the holistic development of students. In addition to academic learning, the college offers opportunities for personal growth through various student clubs, sports activities, and cultural events.

Supportive Learning Environment: SCOE provides a nurturing environment where students can focus on their academic and personal growth. The campus is equipped with modern facilities, including spacious classrooms, labs, a library, and a recreation center.

Career Opportunities After B.Tech in Computer Science and Engineering from SCOE

Graduates with a B.Tech in Computer Science and Engineering from SCOE are well-prepared to take on various roles in the tech industry. Some of the most common career paths for CSE graduates include:

Software Engineer: Developing software applications, web development, and mobile app development are some of the key responsibilities of software engineers. This role requires strong programming skills and a deep understanding of software design.

Data Scientist: With the rise of big data, data scientists are in high demand. CSE graduates with knowledge of data science can work on data analysis, machine learning models, and predictive analytics.

AI Engineer: Artificial Intelligence is revolutionizing various industries, and AI engineers are at the forefront of this change. SCOE’s curriculum includes AI and Machine Learning, preparing students for roles in this cutting-edge field.

System Administrator: Maintaining and managing computer systems and networks is a crucial role in any organization. CSE graduates can work as system administrators, ensuring the smooth functioning of IT infrastructure.

Cybersecurity Specialist: With the growing threat of cyberattacks, cybersecurity specialists are essential in protecting an organization’s digital assets. CSE graduates can pursue careers in cybersecurity, safeguarding sensitive information from hackers.

Conclusion: Why B.Tech in Computer Science and Engineering at SCOE is the Right Choice

Choosing the right college is crucial for a successful career in B.Tech in Computer Science and Engineering. Saraswati College of Engineering (SCOE) stands out as one of the best computer science engineering colleges in Navi Mumbai. With its industry-aligned curriculum, state-of-the-art infrastructure, and excellent placement record, SCOE offers students the perfect environment to build a successful career in computer science.

Whether you're interested in AI, data science, software development, or any other field in computer science, SCOE provides the knowledge, skills, and opportunities you need to succeed. With a strong focus on hands-on learning and personal growth, SCOE ensures that students graduate not only as engineers but as professionals ready to take on the challenges of the tech world.

If you're ready to embark on an exciting journey in the world of technology, consider pursuing your B.Tech in Computer Science and Engineering at SCOE—a college where your future takes shape.

[tryin]

guess who has a backup job now

[21st-century-minutiae]

In early twenty-first century internet mapping databases such as Google Maps, most information is at least partially user-generated. Open Street Maps is an open source, crowd sourced, publicly available dataset of any and all geographic information in the style of Wikipedia, where anyone can submit information for any reason, and volunteer users moderate and validate information, to identify egregious flaws, errors, or outright lies. The entire repository of this geographic knowledge is available freely.

Private Companies (and other Open Source projects) will make use of this data. Some will use it to augment other sources of information. Others will look at the change logs and have internal teams audit the information before applying it to their local map databases. Still others will use it wholesale and unquestioningly. Separate from Open Street Maps, most mapping software has the ability for users to submit new information and corrections directly to the company so that it can be reviewed and potentially included.

In the case of the above, the "Lake McDonald's" landmark tag would almost certainly not have been the work of Google or Google Maps directly, but rather a solitary individual updating the database for their own amusement in a manner which was not rejected by any moderation process at the time of the screenshot. Certainly puddles would not exist in any official governmental dataset.

Most people in the early twenty-first century are completely unaware of Open Street Maps or these sorts of public, crowd sourced data. Of those that are aware, a majority likely do not contribute, in the same way that Wikipedia has far more users than editors.

The parking lot near my house has been flooded so long that Google Maps now considers it a natural landmark.

[bookwyrminspiration]

TLT's Religion + Trauma Survey Results!

About a month ago, I shared a survey regarding the impact of TLT's religion on fans and specifically fans with self-identified religious trauma. This was part of a larger group project for a class, but a handful of people were interested in knowing the results, so here they are!

Before we start: this was a very informal project and necessarily limited. Response options were limited, it didn't inquire into demographic information, data was analyzed manually, and Christianity was the focus/frequently presumed given its global prevalence and relation to the story. Several avenues of analysis weren't pursued given time and project constraints, so please keep all this in mind

The survey was open for about a week and received 965 responses

First, respondents were asked on a scale of 1-4 "Does The Locked Tomb's use or depiction of religion impact your reading experience?" From the entire pool, 83.6% rated it as at least slightly impactful (further broken down in the graph), and 97.4% indicated this was a positive impact.

In open response, respondents listed some reasons why, ranging from: "“it's just a part of the story” to “I enjoy the examination of the ways religion can shape someone's world view, or be used to manipulate and control” and "Religion is my autistic special interest and I love fictional religions!"

Respondents were then asked "Do you have, in your opinion, religious trauma?" The qualifications of religious trauma were intentionally non-specified and left to respondents discretion.

358 respondents, 37.1%, marked yes

This specific group of 358 were asked if this religious trauma impacted their reading of TLT. 66.1% indicated that it did.

Open response answers elaborated on this, saying: “I think reading it is cathartic for me,” “Space trauma lets me look at my real trauma without me or real people being hurt in it,” and “making religion a part of the narrative and drawing out the themes in a way that can be analyzed and picked apart made my experience with religion something I could look at in a similar way.”

The first question from the survey was then returned to, and the ratings of the 1-4 scale were looked at solely in the group of 358 respondents with self-identified religious trauma.

Of these, 90.3% marked a 2 or higher (compared to 83.6); 15% marked a 2 (compared to 22.1%), 31% marked a 3 (compared to 33%), and 44.3% marked a 4 (compared to 28.6%). Pardon the quick graph, as I made it in about 3 minutes specifically for this

Respondents with religious trauma, on average, rated the series' depiction of religion as more impactful to their reading experience than respondents without.

All respondents were then asked, "Has TLT helped you challenge or reinforce your ideas of and experiences with religion?"

Respondents elaborated that: "it reinforced my ideas of religion because I see religion as a means of controlling people, often abusive, and rooted in the supernatural" or "It challenged me to consider how religion can be both a positive force and a hurtful institution. I knew this to a degree already, having experienced both, but reading about it helped reinforce that nuance."

Respondents were then asked on a scale of 1-5, "Does the original text or the fandom contribute more to challenging or reinforcing ideas of and experiences with religion?" 1 is individual text only, and 5 is fandom only.

The majority of respondents indicated an equal impact from the original text and the fandom, however very few people were impacted only by the fandom (1.4%) compared to the number only impacted by the text (13.8%). This wasn't investigated further.

Finally, respondents were asked what religion they'd been referring to or thinking of when they'd been answering the above questions. The vast majority indicated Christianity or Catholicism, though we did not count exactly how many of each; it was clear it was the majority, and that sufficed for our purposes. A larger, more thorough study would be needed to look at Non-Christian/Catholic respondents' experiences in comparison.

The conclusion of all of this was that, as predicted, fans of TLT with self-identified religious trauma were more impacted by the series' use and depiction of religion. This was via catharsis, sympathy, identifying with the characters, and more.

The study demonstrates a function of speculative fiction that allows readers to engage with and process difficult topics (such as religious trauma) though a protected, distanced lens where no one real is hurt. This can be taken beyond TLT and to the genre as a whole, which is often dismissed as less literary or worthy of study than its classical counterparts, an opinion the surveyors argue against.

If you've made it to the end here, thank you again for all the responses and help! I hope you've enjoyed the results, and if there are any further questions feel free to ask and I'll do my best to answer them. Upfront, yes there were 2 other components to the project (looking at queer demographics for the fandom and analyzing common themes in fanart and fic); those were my groupmates' sections, so I haven't shared them, but if you're curious I can always ask them if they'd be open to sharing :)

[vague-humanoid]

At the California Institute of the Arts, it all started with a videoconference between the registrar’s office and a nonprofit.

One of the nonprofit’s representatives had enabled an AI note-taking tool from Read AI. At the end of the meeting, it emailed a summary to all attendees, said Allan Chen, the institute’s chief technology officer. They could have a copy of the notes, if they wanted — they just needed to create their own account.

Next thing Chen knew, Read AI’s bot had popped up inabout a dozen of his meetings over a one-week span. It was in one-on-one check-ins. Project meetings. “Everything.”

The spread “was very aggressive,” recalled Chen, who also serves as vice president for institute technology. And it “took us by surprise.”

The scenariounderscores a growing challenge for colleges: Tech adoption and experimentation among students, faculty, and staff — especially as it pertains to AI — are outpacing institutions’ governance of these technologies and may even violate their data-privacy and security policies.

That has been the case with note-taking tools from companies including Read AI, Otter.ai, and Fireflies.ai.They can integrate with platforms like Zoom, Google Meet, and Microsoft Teamsto provide live transcriptions, meeting summaries, audio and video recordings, and other services.

Higher-ed interest in these products isn’t surprising.For those bogged down with virtual rendezvouses, a tool that can ingest long, winding conversations and spit outkey takeaways and action items is alluring. These services can also aid people with disabilities, including those who are deaf.

But the tools can quickly propagate unchecked across a university. They can auto-join any virtual meetings on a user’s calendar — even if that person is not in attendance. And that’s a concern, administrators say, if it means third-party productsthat an institution hasn’t reviewedmay be capturing and analyzing personal information, proprietary material, or confidential communications.

“What keeps me up at night is the ability for individual users to do things that are very powerful, but they don’t realize what they’re doing,” Chen said. “You may not realize you’re opening a can of worms.“

The Chronicle documented both individual and universitywide instances of this trend. At Tidewater Community College, in Virginia, Heather Brown, an instructional designer, unwittingly gave Otter.ai’s tool access to her calendar, and it joined a Faculty Senate meeting she didn’t end up attending. “One of our [associate vice presidents] reached out to inform me,” she wrote in a message. “I was mortified!”

[flexispheres]

Consultant – Labour Migration

Consultant – Labour Migration Location: Ankara, Turkey Application Deadline: 3 July 2025, 11:59 PM Contract Type: Consultancy (up to 11 months) Job Category: Labour Migration, Employment Policy, Capacity Development Education Required: Bachelor’s degree minimum (Master’s or PhD preferred) Languages Required: English and Turkish Organizational Unit: International Organization for Migration (IOM) –…

[iron-niffler]

started back at my internship today and man i feel wildly unqualified for this

[bright-and-burning]

finally gave in to getting windows 11 at work because it was the price of getting an upgraded computer with an appropriate amount of ram for the kind of shit i do. got the new desktop yesterday, set up all my settings again, everything's back to being pink, etc etc. and then i look at the specs and. same amount of ram as before.

[govindhtech]

OCP DC-MHS Data Centre Modular Hardware System Explained

OCP DC-MHS

Data Centre Modular Hardware System examined by OCP. The Open Compute Project cooperation enables more complete data centre solutions with unified systems administration.

Executive Summary

The cross-industry Open Compute Project (OCP) standardises server hardware “blocks” for AI and edge deployments.

Intel, together with other major technology companies including cloud providers, hardware manufacturers, and OEMs, created new rules and standards for the Data Centre Secure Control Module (DC-SCM) and Data Centre Modular Hardware System. DC-SCM is part of the DC-MHS modularity family but works under the Open Compute Hardware Management Project. Modular computing reduces waste, optimises data centre energy use, and simplifies systems maintenance.

How about DC-MHS?

DC-MHS (Data Centre Modular Hardware System), developed by the Open Compute Project (OCP), promotes modular, scalable, and interoperable data centre architectures over monolithic ones.

Innovative MHS architecture simplifies generational transfer

Data Centre Modular Hardware System (DC-MHS) is a standard developed by the Open Compute Project (OCP). It aims to replace monolithic server designs with more flexible and effective modular ones. By minimising components, this design saves energy and waste. DC-MHS facilitates generational changeover and reduces carbon footprint through exact scalability and hardware resource efficiency. The DC-MHS design extends server life, reducing hardware production and disposal emissions.

Challenge

The data centre is under more strain than ever. Edge computing and machine learning (ML) companies must optimise their system hardware and software for hyperscale efficiency. One server solution cannot satisfy all client demands. Modern organisations need more consistency in many areas, including unified management.

Technology vendors must collaborate to standardise products, simplify client technology solutions, and launch systems quickly. Businesses need ways to extend the life of their gear to cut costs.

By improving server infrastructure, customers may enhance processing density and operate sustainably. The Open Compute Project establishes a secure space for industry partners to collaborate, creating a diverse supply chain.

Solution

Modular computing technologies like Intel Xeon CPU servers might tackle all these issues at once. Intel led the OCP DC-MHS effort to improve data centre scalability, sustainability, and security with help from AMD, Dell, Google, HPE, Jabil, Meta, Microsoft, NVIDIA, and Ampere Technology. Due to their collaborative specification and modular design philosophy, these technology suppliers may help customers future-proof their platform investments.

Distributing that investment among many technology suppliers reduces development, integration, and validation costs. By standardising management interfaces and form factors across building blocks, DC-MHS projects will improve data centre and edge deployment compatibility. Standards-based solutions set to enter the market may help customers embrace greener and more energy-efficient infrastructure faster.

Because server components may be recycled or reused, the OCP DC-MHS standard can help organisations reduce waste and grow their data centres while consuming less power.

Results

Intel reduced worldwide data centre energy consumption by 20% annually between 2010 and 2018, despite a 550 percent increase in compute instances and a 6% rise in electricity demand. The cross-industry DC-MHS standard will continue that trend by offering eco-friendly computing density solutions. Intel's modular component connections and rightsizing reduced a reference system's carbon footprint by 27%.

Important Takeaways

The integrated OCP DC-MHS initiative enables more complete data centre solutions with unified systems administration.

Successful modular data centre solutions may help firms grow and improve computing capacity while saving money on infrastructure.

Modular, recyclable components save waste and carbon emissions for businesses.

[timesbpo]

Times BPO Reviews: Why It's the Best Way to Start a Business in 2025!

In an era where entrepreneurship is booming and individuals seek financial independence, starting a business in 2025 is both an exciting and challenging endeavor. While many dream of launching a successful venture, the biggest obstacles remain investment, industry knowledge, and access to genuine opportunities. This is where Times BPO emerges as the game-changer, offering a risk-free, high-reward business model for first-time entrepreneurs.

With 100% positive reviews and a reputation for reliability, Times BPO is empowering startups by providing everything they need to build and scale a successful call center business – from training and business setup guidance to high-paying projects and long-term profitability strategies.

If you are looking to start a business with minimal investment and maximum growth potential, Times BPO might be the best way to kickstart your entrepreneurial journey in 2025!

The Future of Business in 2025: Why BPO is the Best Industry to Start In

With rapid digitalization, companies worldwide are outsourcing their customer service, sales, and data processing needs. This has led to a massive demand for Business Process Outsourcing (BPO) services, making it one of the most profitable industries to enter in 2025.

Why is the BPO Industry Thriving?

✅ High-Profit Margins – Businesses can earn substantial revenue with minimal operational costs. ✅ Low Investment – Unlike traditional businesses, starting a BPO does not require heavy capital investment. ✅ Ever-Growing Demand – With businesses outsourcing work globally, BPO firms have consistent revenue streams. ✅ Scalability – Entrepreneurs can start small and scale into a multi-location BPO business.

As the industry grows, so do the opportunities for entrepreneurs to build a thriving call center business. Times BPO is leading this transformation, helping first-time business owners start and succeed in this dynamic industry.

Times BPO: The Best Partner for New Entrepreneurs

For those wondering why Times BPO is the best way to start a business in 2025, here are the key reasons why entrepreneurs trust Times BPO to build successful businesses.

1. Hassle-Free Business Setup Without Consulting Fees

Starting a business from scratch often requires expensive consultations, licenses, and infrastructure investment. Times BPO eliminates these barriers by offering comprehensive business setup support – without charging any business consulting fees!

🚀 Step-by-step business setup assistance 🚀 Legal guidance for registration and licensing 🚀 Infrastructure and technology recommendations

2. Access to High-Paying Call Center & Data Entry Projects

One of the biggest challenges in starting a BPO business is finding genuine, high-revenue projects. Times BPO provides entrepreneurs with a steady pipeline of domestic and international projects, ensuring profitability from day one!

📌 Domestic Call Center Projects – Customer support and sales campaigns tailored for the Indian market. 📌 International BPO Projects – High-paying inbound and outbound processes from global clients. 📌 Data Entry & Back-Office Work – Ideal for home-based and small-scale entrepreneurs. 📌 Lead Generation & Telemarketing Campaigns – Maximizing earning potential with performance-based incentives.

With these real and profitable projects, Times BPO ensures that businesses have consistent revenue and long-term financial stability.

3. Training & Skill Development for Entrepreneurs and Employees

Most first-time entrepreneurs lack experience in managing a call center or running a business. Times BPO bridges this knowledge gap by offering industry-leading training programs.

📚 Entrepreneurial Training – Learn how to run and scale a successful BPO. 📚 Employee Skill Development – Training employees in sales, customer support, and communication. 📚 Technology & CRM Training – Learn to use the latest call center software for efficiency.

With these resources, Times BPO turns new entrepreneurs into BPO industry leaders.

4. Scalable Business Growth with Zero Risk

Unlike other industries where expansion requires massive reinvestment, Times BPO enables businesses to scale profitably and with low risk.

✔ Start with a small team and minimal infrastructure ✔ Expand operations as revenue increases ✔ Build a multi-city or international BPO with Times BPO’s support

Many successful BPO entrepreneurs started small and scaled into multi-location firms, thanks to Times BPO’s business expansion strategies.

Who Can Start a BPO Business with Times BPO?

The best part about the BPO industry is its accessibility – anyone with entrepreneurial ambition can enter!

✅ Aspiring Entrepreneurs – Those looking for a profitable, low-investment business opportunity. ✅ Business Owners – Companies wanting to expand into outsourcing and increase revenue streams. ✅ Work-from-Home Professionals – Individuals seeking a home-based business with high earning potential. ✅ Freelancers & Consultants – Independent professionals looking to scale their business services.

If you have the drive to succeed, Times BPO has the resources to make it happen!

What Entrepreneurs Say: Times BPO Reviews & Success Stories

The strongest proof of Times BPO’s impact is its growing number of successful entrepreneurs. Here’s what some of them have to say:

🔹 "I was skeptical about starting my own BPO business, but Times BPO made the process seamless. I now run a profitable call center in Mumbai with multiple clients!" – Ravi K., Mumbai

🔹 "Times BPO gave me a genuine project and guided me at every step. Today, I have expanded my business and generate six-figure monthly revenue." – Pooja S., Delhi

🔹 "The best decision I made in 2024 was partnering with Times BPO. In just one year, I grew from a home-based setup to a full-fledged call center!" – Vikram P., Bangalore

With zero complaints and 100% positive feedback, Times BPO continues to be the top choice for first-time entrepreneurs in 2025.

How to Get Started with Times BPO?

Starting your BPO business with Times BPO is easy and risk-free. Here’s the process:

1️⃣ Contact Times BPO – Discuss available projects and business opportunities. 2️⃣ Get Business Setup Support – Receive expert guidance on legalities, hiring, and infrastructure. 3️⃣ Start Earning Immediately – Begin working on genuine projects and earning revenue. 4️⃣ Expand & Scale – Grow from a startup to a market-recognized BPO company.

📢 Are you ready to take the first step toward financial independence? Contact Times BPO today and start your journey toward BPO success in 2025! 🚀

Final Thoughts: Why Times BPO is the Best Way to Start a Business in 2025

With the BPO industry booming and digital transformation creating endless opportunities, starting a business in 2025 is easier than ever with Times BPO. Offering zero consulting fees, high-paying projects, expert training, and long-term scalability, Times BPO is empowering entrepreneurs to turn their dreams into reality.

If you are looking for a profitable, sustainable, and fast-growing business, Times BPO is your gateway to success. Don’t wait – start your BPO business today!

[neopianbiologyproject]

jellyneo doesn't allow scraping but says you can request an exception "in extremely rare cases," i wonder if the NBP would qualify

[sweet-as-kiwis]

Never before have I turned in negative peer reviews. The time has finally come.

[i2sunric]

𝐁𝐄𝐃 𝐂𝐇𝐄𝐌 (s.jy)

PAIRING: nerdy!jake x reader (f)

SUMMARY: well, it’s not your fault that your boyfriend is perfect, good at school, kind enough tutor you in math and so skilled in bed chem.

WARNINGS: smut. freshman college (they’re 19), jake lives with his parents, grinding, dirty talking, pet names (baby, jakey), manhandling, overstimulation, protected sex (wrap your willies guys), missionary, doggy, lmk if more. NOT PROOFREAD.

PUBLISHED: 18th April 2025.

WC: 2.7k

TAGLIST: (permanent) TAGLIST: @stolasisyourparent @jaeyunsbimbo @jwnghyuns @bangtancultsposts @shawnyle @jooniesbears-blog @skzenhalove @ro-diaries @onlyhyunjin @xcosmi @strawberrhypen @heeheeswifey @jakeflvrz @astratlantis @tunafishyfishylike @branchrkive @insommni4 @kirinaa08 @leiclerc @nxzz-skz @laurradoesloveu @beomluvrr @heeshlove @17ericas @riribelle @cloud-lyy @enhamonsterghoul @star-hoon @slut4hee

Jake’s room smelled of books, fresh laundry, and that faint scent of cologne he always wore— clean, crisp. It smelled like home. 

His desk was cluttered but organized in a way that made sense only to him: thick textbooks stacked neatly, a cup overflowing with pens and mechanical pencils, and his laptop open to what looked like an impossibly complicated physics simulation. 

You, on the other hand, were sprawled across his bed, your maths textbook abandoned beside you as you dramatically flopped onto your stomach.  

"Jake," you groaned, voice muffled against his pillow. "I’m going to fail this test, you have to accept that."  

You thought that after high school, all you problems would be resolves. What you didn’t expect, though, was to be forced to take an extra curricular trigonometry lecture that made you want to smash your head against the wall.

Jake, who was sitting at his desk, barely looked up. "You’re not going to fail," he said. "You just need to focus."  

"I have been focusing," you argued, rolling onto your back and stretching out like a starfish. "For, like, fifteen minutes."  

"Exactly," he deadpanned, finally turning to look at you. "That’s not nearly enough."  

You pouted. "But I hate math, it’s stupid and unnecessary. When am I ever going to need to find the limit of a function in real life?"  

Jake sighed, closing his book with a quiet thump. "Math is everywhere," he said, pushing his glasses up his nose, a habit of his that you found way too attractive. "It’s in physics, engineering, technology, everything that makes the world work."  

You rolled your eyes, sitting up. "Okay, Professor Sim, but I don’t want to make the world work.” You scoffed, “i just want to pass this stupid class and never think about numbers again."  

Jake gave you a pointed look. "And I want to make sure my girlfriend doesn’t flunk out of college."  

You grinned, crawling off the bed and walking over to him. "Speaking of your genius brain," you murmured, sliding into his lap without hesitation, straddling his thighs as his chair rolled back slightly from the sudden weight. "How’s your project going?"  

Jake tensed for half a second before exhaling, hands automatically settling on your waist to steady you. 

"It’s going well," he said, though his voice was already shifting, lower, rougher. "But I’ll never finish it if you keep distracting me."  

You tilted your head, feigning innocence. "I’m just curious," you purred, looping your arms around his neck. "Tell me what you’re working on, baby."  

Jake sighed, but you could see the way his lips twitched, like he knew exactly what you were doing and was helpless against it anyway.  

"Fine," he said, adjusting his glasses again. "I’m designing a new type of microprocessor, something that can process data faster and more efficiently than the ones currently in use..."  Blah blah blah. 

You weren’t really listening, if you were being honest. 

You liked hearing him talk, loved the way his voice got all passionate when he explained something he cared about, but the actual words? They went right over your head.  

Instead, you focused on the way his hands, so warm and steady, were resting on your waist. Absentminded, like he wasn’t really paying attention, he traced slow circles against the fabric of your sweater, fingertips dipping just beneath the hem to brush against your bare skin.  

You bit your lip, shifting slightly on his lap. "Mmm, keep going."  

Jake didn’t seem to register what you were doing at first. "Right, so,  the idea is that instead of using classical bits, ones and zeroes, you use qubits—"  Again more smart words. 

You rocked against him, slow, almost imperceptible, but enough. Jake inhaled sharply, fingers digging into your skin.  

You smirked. "Go on," you teased.  

His jaw clenched. "You’re evil."  

You hummed, leaning in to press a soft kiss to his jaw. "No, I just really like hearing you talk, baby."  

His hands flexed on your waist, like he was debating something. Then, as if giving in, he exhaled a low chuckle. "You’re such a fucking brat," he muttered, and the way his voice dropped made heat pool between your thighs.s

He moved one hand up, running it along your spine, pushing your sweater up just enough to expose more of your skin to the cool air. The other hand slid lower, gripping your thigh as you ground against him again.  

"You’re not even listening, are you?" he murmured, his lips grazing your ear now.  "Not really," you admitted, breathless.  

His grip tightened, guiding your movements now, encouraging you to move against him with more purpose. "You just like teasing me, huh?"  

"Mmh," you hummed, pressing another kiss to the corner of his lips, then his jaw, then his throat. "I like how worked up you get."  

Jake let out a soft curse under his breath, his hips shifting up just slightly to meet yours. "You’re lucky I love you," he muttered, voice strained.  

You grinned. "I know."  

Then, finally, he broke. His lips crashed against yours, his hands gripping you tighter as he deepened the kiss, swallowing the little sounds you made as you melted into him. 

His glasses pressed against your cheek, cool against your flushed skin, but neither of you cared.  

"You drive me crazy," he murmured against your lips, his breath warm, his hands wandering. "Always so fucking needy."  

You whimpered, rolling your hips again, and he groaned "Jakey," you breathed.  

He exhaled shakily, then kissed you again, hungrier this time, like he couldn’t get enough. "You should be studying," he muttered between kisses, even as he ran his hands up your thighs, pushing your sweater higher.  

You smirked. "Make me."  

And, oh, he did.

Jake groaned against your lips, his grip on your waist firm as he lifted you from his lap, standing up with you in his arms. 

Your legs wrapped around his hips instinctively, and you buried your face in his neck, feeling his pulse race under your lips.  Your core pulsated with need, and he could feel it even through your shorts. 

"You’re gonna be the death of me," he muttered, his voice thick with frustration and desire as he carried you across the room.  

Jake pushed your math book on the floor, and he laid you down, his body pressing against yours as he kissed you again,, like he’d been holding back for too long. 

His hands roamed, slipping under your sweater, pushing it up over your ribs. You arched your back, helping him, and he pulled it off in one smooth motion, tossing it aside.  

"Fuck," he breathed, eyes raking over you. His glasses had slid down his nose, and he pushed them up absentmindedly before leaning down to kiss you again.  

His hands moved with practiced precision, knowing exactly where to touch, where to squeeze, how to make you shiver beneath him. 

His fingers brushed over your thighs, pushing up the fabric of your shorts before he hooked his thumbs in the waistband and dragged them down along with your panties,leaving you bare beneath him.  

"You really don’t like making things easy for me, do you?" he murmured, fingers tracing up your inner thigh. 

You smirked, breathless. "Where’s the fun in that?"  

Jake huffed a quiet laugh, but it was strained, like he was barely holding himself together. 

He sat back for a second, pulling off his sweater in one swift motion, revealing the toned muscle beneath. 

His skin was warm under your fingers as you reached up, running your hands over his stomach, his chest, feeling him tense beneath your touch.  

"Condom," he muttered, reaching into the drawer of his nightstand.  You groaned, letting your head fall back against the pillow. "You always do this."  

"Yeah," he said, tearing the foil packet open with his teeth, "because I’m not stupid."  

You pouted. "I’m on the pill."  

"And I like knowing you’re safe." He leaned down, brushing his lips against yours, his glasses sliding down again. "Quit pouting."  

You sighed dramatically but let him roll the condom on, watching as his long fingers worked quickly.  

Then he was over you again, lips on your neck, his weight pressing you into the mattress as he lined himself up.  "You have to be quiet," he murmured, his voice rough as he kissed along your jaw.  

"Or what?" you teased, just to test him.  

Jake exhaled sharply, then pushed into you in one slow, deep stroke. Your breath hitched, your fingers gripping his shoulders as your back arched off the bed.  

"Or I’ll make you," he murmured, his lips brushing against your ear.  

Your eyes fluttered shut as he started moving, slow at first, like he was savoring every inch of you, but then he set a pace that had you struggling to keep quiet. 

He knew what he was doing, exactly how to angle his hips to make your breath stutter, exactly how to roll his hips so you were gripping at his arms, trying so hard not to moan too loudly.  

His glasses fogged up from how close he was, the heat between you making them useless, but he didn’t stop to take them off. 

You did it for him, reaching up with trembling fingers and sliding them off his face, setting them aside on the nightstand.  

He thanked you with a warm smile. 

His eyes, dark and heavy-lidded with desire, met yours as he thrust deeper, harder, stealing the air from your lungs. His hand came up, covering your mouth as you let out a soft whimper, muffling the sound.  

"Shh," he murmured, his voice like gravel against your skin. "Don’t want my mother hearing how good I’m fucking you, do you?"  

You shook your head, but your body betrayed you, your nails digging into his back as he snapped his hips into you again. It was all too much.  

You clenched around him, your thighs trembling as pleasure coiled tight in your stomach. Jake cursed under his breath, feeling you squeeze around him, and his grip on your hip tightened as he sped up, chasing your release.  

"Come for me," he muttered, his lips brushing against your ear. "I wanna feel you."  

That was all it took. 

Your body tensed, pleasure hitting you like a tidal wave as you bit down on his hand to keep from crying out. Your vision blurred, your fingers digging in his skin as you came undone beneath him.  

Jake groaned, his movements faltering for half a second before he found his rhythm again, his thrusts rougher now, more desperate. 

He grabbed your leg, hooking it over his hip, pushing deeper, hitting that spot that had you gasping against his palm.  

He hadn’t slowed down. His rhythm was deep, fast, relentless. the bed creaking under both of your weight, the headboard softly hitting the wall in time with his thrusts.

You were still whimpering from your second orgasm, your thighs trembling around his waist, your nails digging red crescents into his shoulder blades. Your breath hitched, another moan slipping past your lips before you could stop it. “Jakey! oh—” 

His hand came up instantly, covering your mouth again, palm warm and firm.

“Quiet,” he hissed against your cheek. “You’re gonna get us caught.”

Your body arched off the bed beneath him, mouth smothered by his hand, eyes rolling back from the sheer pressure, the stretch, the heat. Your muffled cries only made him thrust harder.

“You like this, huh?” he breathed, watching your every twitch, every gasp, every time you tried to cry out under his hand. “You like when I fuck you like this.”

You nodded desperately, the pleasure building again even though your body felt like it couldn’t take more. Your skin burned, your thighs ached, but none of it mattered. Jake was everything— all you could feel, all you could hear, all you could take.

You released against him, hard, back arching as your whole body seized up and shuddered. Your vision blurred. You felt tears sting your lashes, your voice cracking beneath his hand as your second orgasm ripped through you.

He grunted, letting his hand slide away from your mouth only when your cries became soft gasps His lips found yours in a hungry, breathless kiss, tongue sliding into your mouth like he couldn’t stand even a second of distance.

“Shit,” he panted, pulling back just a little to brush his hair from his eyes. He kissed your jaw, your throat, sucking a mark just below your ear before whispering, “Turn over for me.”

You blinked up at him, dazed. “Jake, I can’t—” 

“You can,” he said firmly, kissing you again. “Just one more, baby, you’re doing so good.”

And because it was him uou obeyed.

You turned, limbs shaky, chest pressed to the mattress, ass in the air as you grabbed onto the pillow and buried your face into it. Jake groaned softly behind you.

“Fuck, you look so good like this,” he muttered, dragging his fingers over your lower back, down to your ass, squeezing firmly. “Messy and fucked out… all for me.”

You felt him line himself up again, the blunt head of his cock sliding through your slick folds before pushing into you in one hard thrust that had you biting into the pillow to stifle a scream.

“Oh my God… Jake.”

“Shhh,” he hushed you, hand curling around your hip to pull you back into him, setting a brutal pace that left your legs shaking, your voice broken into helpless sobs. “You have to be quiet.”

“I can’t,” you cried into the pillow, half-laughing, half-sobbing from how good it felt, how completely he wrecked you. “Jake— it’s too much—”

“You’re taking it so well,” he said, voice strained, one hand gripping your waist while the other slid up your spine, pushing between your shoulder blades to press you further into the mattress. “So fucking good for me.”

His thrusts grew rougher, deeper, dragging cries from you no matter how hard you tried to bite them back. You fisted the sheets, knuckles white, body trembling as he angled his hips just right, hitting that spot over and over again until your legs gave out.

Jake leaned down, chest against your back, his breath hot against your ear as he murmured, “You pretend to be all innocent, all shy in front of everyone… but in here? With me? You just want to be ruined.”

You moaned, louder than you meant to, and he growled, his hand flying to your mouth again, fingers pressing your cheek into the pillow.

“You don’t listen,” he hissed, thrusting harder, until the sound of skin against skin echoed through the room. “You want my mother to hear how desperate you are for my cock?”

You shook your head wildly, sobbing beneath his hand as he slammed into you again, and again, and again, until your entire body clenched and your mind blanked. One last orgasm crashed over you, white-hot and dizzying, tearing a scream from your throat that was completely muffled by his palm.

Jake groaned into your neck, biting your shoulder as he came hard, his body collapsing against yours, twitching with aftershocks as he held you tightly, his breath loud and shaky in your ear.

You both stayed like that for a moment, tangled, gasping, hearts pounding like they wanted to leap out of your chests.

Jake pulled out gently, sighing contentedly as he rolled to the side and took the condom off, tying it quickly and tossing it into the bin beside the bed.

He turned to you immediately, pulling you into his chest, wrapping his arms around your exhausted body. Your skin was damp with sweat, your legs trembling, your eyes heavy with sleep and satisfaction.

For a long moment, the only sound in the room was heavy breathing, your bodies tangled together, sweat-slicked and trembling.  

Jake finally lifted his head, his dark hair sticking to his forehead, his cheeks flushed. He looked wrecked, but somehow, still devastatingly handsome.  

"You okay?" he murmured, pushing your hair out of your face.  

You nodded, still catching your breath. "Mh.. It was so good.”

Jake huffed a quiet laugh, leaning down to kiss your forehead. "You are a menace."  

You smirked. "You love it."  

"You’re exhausting," he muttered, but his arm was already tightening around you, pulling you close.  

You grinned, snuggling into his chest. "You love that too."  

Jake sighed, pressing a kiss to the top of your head. "Yeah," he admitted softly. "I really do."