Sciloop
Expert STEM reasoning data for frontier AI labs.
About Sciloop
Sciloop creates expert-level math and physics problems that frontier AI models can't solve, then sells the data to AI labs for training and evaluation. Our problems are created by IPhO and IMO medalists — the top 0.01% of STEM talent globally. On our benchmark, models like GPT 5.4 Pro and Gemini 3.1 Pro score 0-5% on our hardest problems. We work with AI labs to supply continuous, fresh training data that pushes the frontier of mathematical and scientific reasoning. Founded by Bilal and Osman, International Physics Olympiad medalists from MIT with hands-on ML research experience at MIT CSAIL.
Company details
Funding
Total raised
$500K
Last stage
Pre-seed
Investors
Founders
Osman Siddique
CTO and co-founder of Sciloop (YC F25). CS student at MIT (on leave). Medalist and two-time highest national scorer at the 2022 International Physics Olympiad.
LinkedIn
Bilal Asmatullah
Co-founder of Sciloop (YC F25), MIT student on leave. International Physics Olympiad 2022 medalist and one of the only Pakistanis admitted to MIT in his year. Hands-on ML research experience at MIT CSAIL.
LinkedInWhat happens next.
No applications, no recruiter spam. Just the intro.
Confirm the fit
A few questions to make sure this role is the right shape for you. Two minutes.
I pitch you to the company
I write the intro, send it to the founder, and handle the back-and-forth.
A meeting lands on your calendar
If they’re a yes, I book the chat. You show up — that’s the whole job-hunt.