shipped multiple genai systems across agents, image generation, and voice. built an agentic image editor + an AI assistant with memory. day-to-day: model routing, prompt design, real-world deployment.

moved to bangalore to ship genai onsite. built a conversational system where users talk to their transaction history and get instant insights. agentic retrieval on Qdrant + enterprise-grade context optimisation under the hood.

read papers, scoped what's feasible, shipped demos. virtual try-on, fashion recsys, and the "back after gap" project for professionals returning to work after a career break.