14 y/o machine learning and autonomous vehicle developer.

Searching for an internship in the self driving car space.

Now:

Past Projects

Intro to Self Driving Cars - Udacity nanodegree

  • Completed a Udacity nanodegree on an intro to autonomous vehicles within 3 weeks. Learned about Kalman Filters, C++, Histogram Filters, Computer Vision (Open-CV). Here's the certificate.

Lane Detection - Using U-Net to perform semantic segmentation

  • Used U-Net model to perform semantic segmentation on lane lines. Implemented focal tversky loss, dice coefficient (scores of 0.1 and 0.9 respectively) and implemented in CARLA's simulator.

Face Mask Detection - Implementing transfer learning and multiple techniques

  • Reached accuracies > 95% and implemented it real time.

Detecting Distracted Driving - Used CNNs to reach accuracies > 99.5%

  • Implemented it real time and put it in my car.

Instacart - Consulted for Instacart

  • Addressed the problem of customer satisfaction and solving it using incentivization and gamification.