I build small AI tools, ship them live, and then write about how they work. Most of what I make is for people who get left out of tech: older relatives, blind and low-vision neighbours, district health officers.
Shipped
- linkcheck: an MCP server that tells an AI agent where a link really goes and whether it's safe, before anyone clicks it. Live
- Ask BlogChain: ask my newsletter archive a question and get an answer that cites the exact posts. Agentic RAG with LangGraph, traced in Langfuse, built in four measured stages.
- Jan Swasth Map: forecasts seasonal dengue and diarrhoea risk for India's districts and drafts a response plan with an AI agent. Live
- Baton: a WebMCP store where an AI agent proposes each action and you confirm it before anything happens.
- Good Neighbor Agent: triages help requests from blind and low-vision neighbours, answering, routing to a volunteer, or escalating to a human.
- Samjha Do: describe a confusing phone screen and get a calm explanation in Hindi or Marathi, as text and audio.
- Handoff: show someone one photo on your phone without them swiping through the rest. Live
- system-upgrade: an agent skill that audits your own AI setup.
Writing
I write up what I build and what I learn on Paragraph and post shorter notes on Farcaster. Latest: My RAG bot scored 26/26. A trace showed me what the score was hiding.
Find me


