Simplifine (YC S24)

Here's Why Half of Researchers Leave Academia—But They’re Not Leaving Science A recent study published in Nature revealed that nearly 50% of researchers quit science within a decade, sparking a wave of concern in the academic community. However, this statistic can be misleading. While it’s true that many researchers are leaving academia, they aren’t necessarily abandoning science. In fact, a growing number are transitioning into industry, where they continue to drive innovation and make impactful contributions. When we think of “research,” academia often dominates the conversation. For decades, universities have been seen as the hub of scientific discovery. But the reality is changing. Industry now plays a leading role in advancing research and technological breakthroughs. A 2020 MIT study highlights this shift, showing that around 70% of individuals with PhDs in artificial intelligence are employed in private industry, compared to just 20% two decades ago. What does this mean for researchers? The career paths available today are more diverse than ever. Industry offers exciting opportunities to apply research in real-world contexts, develop cutting-edge technologies, and solve pressing global challenges. Companies in sectors like biotech, AI, and pharmaceuticals are at the forefront of innovation, often collaborating with academia to push boundaries further. For researchers considering their next steps, it’s crucial to remember that a move to industry isn’t an exit from science—it’s a pivot. The skills you’ve honed in academia, such as critical thinking, problem-solving, and deep technical expertise, are highly valuable in the private sector. Whether you’re driven by the desire to make a direct societal impact or to work in fast-paced, application-driven environments, industry is an exciting frontier. As we reflect on studies like the one from Nature, let’s broaden the narrative: leaving academia doesn’t equate to leaving research. It’s about exploring new avenues where science thrives, and where your work can have even broader implications. If you're a researcher in academia or industry, how have you navigated your career? I’d love to hear your thoughts and experiences in the comments!

?? We Reached 150 Active Users in Less Than 2 Weeks! ?? We’ve officially hit 150 active users in just under two weeks since our beta launch following Y Combinator #DemoDay! ?? While many associate research with academia ??, we’ve been excited to see that half of our users come from industry ??. Simplifine (YC S24) is proving that whether you’re in academia or the private sector, there’s one common thread: research workflows are broken ???? . From PhD candidates to data scientists, we’re hearing the same challenges: - Too many tools that just don’t talk to each other. - Weeks spent analysing messy data. - Bottlenecks in turning insights into action. At Simplifine, we’re tackling this head-on by building the first ever agentic workspace for research. Our AI-powered workspace is designed to simplify everything from literature reviews to data analysis—giving researchers time back to focus on innovation. Glad to be building Simplifine with my fellow Global Rhodes Trust Scholar Raveen Kariyawasam and genius gym buddy Ali Kavoosi in the beautiful city of #SanFrancisco! ?? Whether you're in academia or industry, what’s the most frustrating part of your research workflow? Share your thoughts in the comments! Together, let’s make research faster, smarter, and more connected. #AI #Research #Simplifine #DataScience #Innovation #StartupJourney #PhD #IndustryTech

Researchers are underserved by AI tools out there. We are here to change this. Start using Simplifine for free at app.simplifine.com

Now the summer batch is over, here are the three things I learned as a ?? Y Combinator founder ????: 1?? ?????? ???????????? ?????????? ?????????????????????????? ?????? ???????????? ?????? ???????? ???????????????? ???? ???????? ?? ?????????????? ????????. After all, you're trying to show people that something which doesn’t exist ???????????? exist. Every step requires dedication, and sometimes you feel like you're pushing a boulder uphill. But that's the nature of innovation—turning the improbable into reality ????. 2?? ???????????????????? ???? ??????. Grind never stops. Things rarely go according to plan, and surprises—both good and bad—will come out of left field. The journey can feel like a rollercoaster, and you're bound to hit setbacks and failures. What matters is how ready you are, mentally and logistically, to keep pushing through ??. 3?? ?????? ???????? ???? ?? ?????? ???? ?????? ???????????? ?????????? ?????? ??????. Sales, fundraising, design, you name it. I'm not a designer, but somewhere along the line, I found myself actually enjoying creating posters (see the attached image). It’s a constant learning process, and that’s part of what makes it exciting ????. Wrapping up the YC experience has taught me these lessons, and many more. For anyone also in the early days of their own startup, buckle up—it's a wild ride, but well worth it. PC: Raveen Kariyawasam, Ali Kavoosi, & I in our office. YC S24 is over, the grind is not. #startuplife #YCombinator #founderlife #lessonslearned

In this video I am showing how I use Simplifine (YC S24) to visualise the data in a single digital health intervention for diabetes; and then apply an inclusion criteria to, generate a 10-word summary for, and explain the study limitations of 55 papers in a few seconds. Recently thinking about adding a systematic review tool. Would this be helpful for your research? If so, we released our beta just yesterday! You can get started from www.simplifine.com

We are making research easy and likeable at www.simplifine.com :) Sign up for our beta

We will be releasing our beta soon! Sign up if you want to not hate research anymore :)

I just finished my second graduate degree at University of Oxford, and decided to leave academia. Here is why ???? When I was an undergrad at Duke University and Duke Kunshan University, AI was still not common. By the time I finished my second graduate degree at University of Oxford, AI had become more common, but I noticed something troubling: despite the advancements, very few researchers in my academic circles were making full use of AI. The reason? Academics are underserved by current AI solutions. What is out there is often not designed for us or by us. The full potential of AI isn’t being harnessed to meet the unique needs of the research community. So I quit academia to change this. At Simplifine, we’re turbocharging research with AI agents. Our platform is designed for researchers, enabling large-scale and complex literature and data analysis, and empowering researchers to turn information into actionable insights faster than ever before by cross-linking all available knowledge and data. Let’s bridge the gap between research and AI’s full potential. ?? Interested in learning more? Visit www.simplifine.com and sign up for our demo! #AI #Research #Academia #Simplifine #DataAnalysis #Innovation #ResearchCommunity

Simplifine (YC S24) is revolutionizing the way researchers manage large-scale data and literature analysis. Founded by Oxford researchers and Rhodes Scholars who have experienced the frustrations of juggling multiple tools, Simplifine consolidates the entire research process into one intuitive platform. From literature search and citation management to data analysis and figure generation, Simplifine empowers researchers to conduct advanced analysis using natural language—no programming required. Powered by fine-tuned LLMs and Agents, the platform eliminates and streamlines workflows for large-scale analysis, allowing researchers to focus on what truly matters. Designed specifically for researchers, Simplifine addresses the inefficiencies that often hinder progress in academia and industry. By integrating every aspect of the research workflow into a single tool, it enables users to move quickly and efficiently through their work. Congrats on the launch, Raveen Kariyawasam, Ege Kaan Duman, and Ali Kavoosi! ?? https://lnkd.in/g_qN2M9d

Just launched the only research app you will ever need Simplifine (YC S24) on Y Combinator. We use specialised LLMs to supercharge and integrate numerous research tools (from literature search, to note-taking, data extraction, analysis, etc.) into a single app.