Software Engineer, Machine Learning


  • Worked with Pieter Abbeel on using reinforcement learning, to generate stimulus for static code coverage for design verification and save hours of manual work and labor
  • Developed a robust ML platform for Automatic Feature Engineering and Selection pipeline, Exploratory Data Analysis/Visualization, Prediction Interpretability and Hyper-parameter optimization
  • Improved the accuracy on semiconductor bug classification from 63 to 97% and made it production-ready