Sciloop
Fall 2025AI Co-Scientist that automates ML experimentation and analysis.
About Company
Sciloop is building an AI Co-Scientist that automates experimentation and analysis for machine learning researchers, allowing them to test ideas far faster than today’s tools allow. We are Bilal and Osman, International Physics Olympiad medalists and the only Pakistanis admitted to MIT in our respective years, with several years of hands-on ML research experience inside MIT CSAIL. We have built large-scale training pipelines, worked with terabyte-scale datasets, and seen the research bottleneck firsthand while contributing to scientific ML projects. We left MIT to solve this problem directly and are now building a system that can eventually accelerate scientific discovery itself. https://sciloop.dev
Active Founders
Co-founder of Sciloop (YC F25), where we’re building an AI Scientist for end-to-end ML research: hypothesis generation, experiment design, execution, and analysis. Previously MIT AI & Decision Making (on leave) and ML researcher at MIT CSAIL. International Physics Olympiad ’22 medalist.
CTO and co-founder of Sciloop (YC F25), building the next generation of AI systems for automating parts of scientific discovery, starting with ML research. Research background spans ML systems, compiler tooling, terabyte-scale remote-sensing models, and SDVN simulations at MIT and other labs. Two-time highest national scorer and medalist at the International Physics Olympiad 2022. MIT student on leave focused on a mission to revolutionize AI for science.