Projects & Research

selected works

• Verity

  Platform for long-tail discovery and scenario generation for autonomous vehicles. Class project sponsored by NVIDIA & CS210. Worked with a team of 4, and went through multiple rounds of customer discovery, review, design, and discussions with engineers to figure out how we could be useful.

• Adaptive Multi-Exit Neural Nets

  Used EM Algorithm to decide which layer a neural network should exit early at. The point here is if confidence score hit a certain threshold earlier than harder examples, no need to use more compute by going through more layers. Semi-successful results, and an experience that made me interested in doing, and getting better at, AI research.

• more soon

  additional projects will be added as they are ready to share.