← sneha hassan

Projects

Research, production ML, and a few things that beep. Favorites below, plus the archive.

BioSemantic Bridge, multi-agent LLM benchmarking for biology at CMU xulab

BioSemantic Bridge

RESEARCH · CMU xulab

Benchmarking bio-domain LLMs on BixBench (205 questions) with a multi-agent ensemble decoder architecture, supervised by Runmin Jiang at CMU's xulab.

PythonLLMsBioinformaticsrepo →
Socratic LLM Tutor, pedagogical AI that guides with tiered hints

Socratic LLM Tutor

AI tutor that guides with tiered hints instead of answers. Flask + Redis sessions, Anthropic API, React frontend.

FlaskRedisReactrepo →
Pothole detection pipeline built at Ather Energy

Pothole Detection at Ather

ML pipeline detecting potholes from road sensor + camera data at 92% accuracy, deployed in Ather's vehicle data infrastructure.

PythonCVML
RecoVR in-headset view of a mobility rehabilitation task

RecoVR

VR assistive-therapy platform for physical rehabilitation, currently incubated at Carnegie Mellon University.

UnityBlenderPythonrepo →
Daily OS, recovery-aware scheduling driven by Whoop data

Daily OS

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.

TypeScriptNext.jsWhoop APIrepo →
YouJam, watching YouTube in sync with friends

YouJam

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.

JavaScriptChrome MV3Firebaserepo →
Zippy, the world's smallest bipedal robot, beside a LEGO minifigure for scale

Zippy

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

ProductRobotics

Archive

  • Ather Unlocked: city-wide treasure-hunt PWA for riders
  • Ride Stories: ride details + EV community stats
  • Sheetz Cooler Optimization: confidential CV restocking system