Snehan Chakravarthi
AI engineer in Chennai, formerly an industrial designer
I build agent systems for large companies and small products of my own.
Right now I'm at Fint Solutions, working on the agent platform behind a Fortune 500 consumer app: the router that decides which agent should answer, the studio where teams test and trace their agents, and the retrieval layer underneath.
Before that I ran Metroglitch, a small studio in Malmö, and consulted for teams in Sweden and the Netherlands. That meant voice agents, a legal assistant built on 5.5 million words of Swedish law, and taking an image-generation platform for car designers offline.
I started out designing physical things. I did my master's in industrial design at Lund, designed a sleeping pod for space travel with NASA Johnson Space Center, and co-founded Motsats, a furniture company that raised 1.5M SEK and showed at Milan Design Week with IKEA. Some of that work is on the product design page, and the things I used to draw are under drawings.
Lately I've been building Taliri, a Chrome extension that teaches you a language through the pages you already read.
Selected work
A Chrome extension that swaps a few words on the pages you already read into the language you're learning, then brings them back as quick questions on a spaced-repetition schedule. Pages you read never leave your device. I built it alone, from first commit to the Chrome Web Store in ten weeks. Try it at taliri.app or get it from the Chrome Web Store.
A single entry point for every agent in a Fortune 500 company's registry. On each turn, cheap signals decide whether you're still talking to the same agent; only the unclear turns go to an LLM, and switching away takes high confidence, so conversations don't bounce between agents. New agents plug in by registering, over the open A2A protocol. Rolling out to 50k consumers.
A console for talking to any deployed agent and seeing exactly what it did: streamed replies beside a step-by-step trace of tool calls, guardrails and raw events. Agents built on different frameworks plug in through adapters, and a second view shows how Conductor routed each message. Vendor teams use it to check their agents before onboarding. Built with a small team.
A retrieval system over Swedish guardianship law, with a web console and a mobile assistant. I led the build.
Udin's image-generation platform for car designers. I led its app and backend for a stretch, making the cloud-only stack run fully offline: local stand-ins for the AWS services, containerised diffusion and LoRA training, and a job queue that streams progress back to designers.
Runs calling campaigns in the thousands, with low-latency speech, retry logic and live analytics.
Built in 48 hours for a writer with 100k followers. It reads new posts as they're published.
My furniture company. Our chair, Zero da Vinci, moves between a desk position and a zero-gravity recline; I took it from CAD to a working steel prototype with Swedish and EU partners, and built its 3D and AR web configurator. Renders and prototype photos are on the product design page.
