Past AI Projects

• Weather Detection using Twitter
• ReactionBot
• Digital Signatures
• Pattern Discovery in DNA Sequences
• Detecting Cyberbullying and Negativity in Children's Netspeak
• A rule-based controller for Super Mario Bros.
• Artist identification using an SVM
• A classifier for trustworthiness
• Using a convolutional neural network to detect sea lions in aeriel photographs (Kaggle)
• Predicting House Prices in Seattle


• Constraint Satisfaction
  • Sponsor group assignment at Pomona College as a constraint satisfaction problem
  • Constructing an itinerary creator usable for Los Angeles


• Recommender systems
  • A Professor Recommendor System
  • Spotify Playlist Recommender System
  • Party Music Mix Recommendation
  • Reddit Recommender
  • Cross-domain Recommender Systems
  • Recipe recommendations using K-means clustering
  • YouTube Comment Generator


• Games/Sports
  • Building a Splendor AI
  • Building a Settlers of Catan AI
  • Building a Dominion AI using Hill-Climbing Search
  • Improved Guessing in Minesweeper
  • Intelligent Blackjack Players
  • Evolving Ranking Support Vector Machines to Play FreeCell
  • AI: Liar's Dice Solver
  • An AI to beat 2048
  • Using a Bayesian Network to predict Basketball outcomes
  • Using a SVM to create a computer gin player


• Music Classification
  • Using Lyrics to Classify Genres
  • Waveform Analysis to Cluster Similar Songs
  • Perceptions of Musical Genres