Projects

Selected projects spanning machine learning, distributed systems, and backend engineering.

  • Physics Informed Neural Networks (PINNs) for Crash Dynamics

    Built Physics-Informed Neural Networks (PINNs) to model vehicle crash dynamics, reducing simulation turnaround time from hours to near-instant inference while maintaining acceptable error bounds against analytical and FEM baselines.

    PythonTensorFlowPhysicsPINNs
  • RoomMatch

    Built a roommate matching platform that ranks candidates using lifestyle compatibility scores and Redis-powered real-time retrieval, enabling fast personalized recommendations.

    Node.jsExpressReactPostgreSQLRedis
  • Wissenaire '21

    Built a college fest management platform supporting registrations, submissions, payments, and ambassador engagement workflows for a large annual technical festival.

    Node.jsExpressEJSMongoDBInstamojo