Projects

  • The assembled OralVision V1 prototype, a black 3D-printed handheld with a metal capture button and a camera at the tip.

    OralVision

    Founder and software developer · patent pending

    A camera-based oral imaging device that helps physicians catch oral disease early. I trained the TensorFlow Lite model, then rebuilt the system around federated learning to ensure accuracy even with limited data.

    Read more
  • Results slide: per-map damage tables for the ensemble and the single model across five trials, 95% confidence intervals for mean damage on each map, and a scatter plot comparing damages per map.

    Smart autonomous path planning

    Independent researcher · CARLA simulator

    I developed an ensemble crash avoidance model. It aims a car at the best expected outcome. In CARLA it matched or beat top open source models.

    Read more