Writing as I go.

The original brief was a public sandbox with sliders. The honest version is a private tracker. I built the private version first — without the auth — and learned more from that small inversion than from anything else this weekend.

Five FPOs, fourteen listings, Hindi by default. The platform's job isn't to close deals — it's to bridge a listing to a phone call.

I built the eval before I built the UI. The numbers told me something I didn't expect: the chatbot is more honest than it is helpful.

1,500 data points a day, published openly by data.gov.in. The surprise wasn't building the app. It was that the data was there at all.

A personal initiative bringing tech and capital to rural livelihoods in India, named after my mother.