Projects

An RL agent placed inside a simulated SaaS boardroom with messy data, conflicting opinions, and real business tradeoffs. Trains agents to think like decision-makers rather than just produce answers.

Workout plans, meal planning, and daily guidance that adapts to each user's goals. Built to make fitness feel personal and consistent.

Route planning, ticket booking, live tracking, and interactive maps for city-scale public transport. Built to reduce everyday transport friction.