Work

Speech 11.2 dB clearer in radio noise, on a $4 microcontroller, with 31 ms of delay. Smart India Hackathon 2026, team of 6.

Measurements · Bring-up and debugging · What broke

timetable app (?)

A panel of AI agents that debates and reviews campaign strategy, grounded in each brand’s own documents, across 6 brand workspaces at Sakal Media Group.

How the panel works · Evaluation · What broke

YOLOv8 for shipping yards

An AI agent that turns a prompt into Manim and diagram animations; 160+ commits.

Tool-calling renderer · Caching renders on R2

heart rate from a face video

Free, offline Marathi communication app for ~50 children with little or no speech. So far, a 193-word vocabulary and 12 written design decisions.

The problem · Field register (n=48) · The design tool · How we will know it worked

Piezo floor tiles → Arduino → AWS IoT → a live dashboard.

Harvesting circuit · Live dashboard

NGO website redesign

role dashboards (?)

college forum app · 2nd prize

an art studio's website