Machine Learning

At Stanford University, I completed a number of projects for Machine Learning and Artificial Intelligence courses. In addition, I have applied a number of optimization, classification, and NN techniques to my work in industry.

 

Projects include:

  • A Blackjack Agent – optimizing actions to take in the popular casino game Blackjack utilizing a POMDP method for decision making under uncertainty. View the code.
  • Billboard Predictor – utilizing past leaderboard data to accurately predict whether a song will make it to the music Top 100 charts. View the code.
  • Consumer Trends – analyzing consumer data to optimize resources and determine what features will perform best with new products and content.
  • More ML projects and work on my GitHub.