I shipped Sankhya+, an evidence-backed WhatsApp payment ledger for small Indian traders, as a pilot with three shop owners. I interviewed shop owners, defined rules from real chats, and designed the product to flag uncertainty rather than invent missing amounts.
At Happiest Health, I led creative direction for digital platforms and more than 40 monthly magazine issues, and integrated generative AI tools into production. My AI product work also includes a Notion AI PRD and prototype, a published benchmark of five AI search tools, and MBA research with 32 creative professionals.

