BioSemantic Bridge
RESEARCH · CMU xulabBenchmarking bio-domain LLMs on BixBench (205 questions) with a multi-agent ensemble decoder architecture, supervised by Runmin Jiang at CMU's xulab.
Research, production ML, and a few things that beep. Favorites below, plus the archive.
Benchmarking bio-domain LLMs on BixBench (205 questions) with a multi-agent ensemble decoder architecture, supervised by Runmin Jiang at CMU's xulab.
AI tutor that guides with tiered hints instead of answers. Flask + Redis sessions, Anthropic API, React frontend.
ML pipeline detecting potholes from road sensor + camera data at 92% accuracy, deployed in Ather's vehicle data infrastructure.

VR assistive-therapy platform for physical rehabilitation, currently incubated at Carnegie Mellon University.
Recovery-aware daily scheduler that pulls your Whoop recovery score, HRV and wake time, then picks and time-shifts the right schedule for the day. Installable PWA with a full schedule editor.
Chrome extension that keeps YouTube playback in sync across friends, Spotify-Jam style. Any participant can play, pause or seek and everyone follows. MV3 with Firebase Realtime Database.

Product research and feasibility for the world's smallest bipedal robot: sensitivity analysis, market research, technical viability.