Side projects across robotics, ML interpretability, generative AI, and civic/agri tech. Source and demo links where they exist.
Aggregates press releases, parliamentary questions, and ministry notifications across the Government of India into one searchable, filterable feed. Daily ingestion pipeline, full-text search, ministry/topic filters, and English/Hindi UI.
Type a fragment — a name, a place, a half-remembered event — and the site produces a confident museum catalogue entry alongside what an actual web search turned up. Every entry gets a Dream Signature (0.00–1.00) scoring how far the LLM's invention drifts from anything findable on the real web. Gemini for generation, Groq fallback, DuckDuckGo for ground-truth retrieval, HF Transformers for in-browser embeddings, Supabase for persistence, Upstash for rate-limiting.
Real-time mandi (market) price aggregator over India's Agmarknet feed. Search and compare modal/min/max rates for crops across regional markets. Daily Vercel Cron ingest at 6 PM IST into Supabase. Eight languages including Hindi, Kannada, Tamil.
Pick a field on the map, pick a spray product, get a 5-day hourly forecast colour-coded green/amber/red for when to spray. Rules engine scores wind, humidity, rain risk, and temperature against agronomic thresholds for 7 product profiles. Mobile-first, 5 languages, zero API keys — Open-Meteo + Leaflet + Next.js, all client-side.
Interactive scrollytelling essay on Erik Hoel's Overfitted Brain Hypothesis. Train a small TensorFlow.js network in the browser, watch it overfit, then apply dream-like perturbations (dropout, input noise, augmentation) and watch generalization recover. Everything runs locally — TF.js in a Web Worker via Comlink, uPlot for live loss curves, KaTeX for the math.
A browser-based humanoid robot you can talk to. Speech, text, or a webcam frame goes into Claude; the model picks tool calls that drive a typed kinematic API; MuJoCo WASM steps the physics; Three.js renders it. No hardware, no backend — the whole loop runs in one tab.
Drop an ONNX file into your browser and watch the network light up as inference flows through it, layer by layer, neuron by neuron. Local-first — the model never leaves the machine. onnxruntime-web runs in a worker; a small protobuf patch exposes every intermediate tensor so each layer can pulse with its own activation magnitude.
Paste a script, get a comic. Gemini parses scenes, characters, locations, and props into structured data; DALL-E generates a background plus transparent cutouts for each entity; Fabric.js composes everything on an interactive canvas you can drag, resize, and re-layer. Auth, rate-limiting, and an entity editor for refining the cast before image generation.