At Unwyrd Studio, I led product strategy for the shift from services to a hybrid services and digital products model. I also owned the internal data product for a multi-crore music IP catalog, cutting search and retrieval from hours to near real-time across roughly 300K+ files.
I deployed research and support agents on n8n to monitor and reconcile sources, and built the production and distribution system behind a brand launch that reached 600K+ organic views and 1M+ impressions. At Physics Wallah, I conducted around 100 user interviews and turned learner and parent insights into product proposals and engagement strategies.
Outside those roles, I’m building Atlas of Thought, including ArgOS, an interactive visual reasoning product shipped to 140+ users across 6 countries. I’m also developing ToSFlag, a recall-first detector for unfair Terms of Service clauses, and writing product and systems case studies that explore what’s worth building and how to test it.
