RV Nav
Python | Pandas | Fast.ai | AWS
Enabling safe travel for vehicles with height restrictions
  1. Worked cross-functionally with Web/UX teams to deliver a polished product based on user research
  1. Deployed back-end API with Amazon's Elastic Beanstalk
  1. Delivered prototype image-classification model to identify road-hazards
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StarCraft2 Match Predict
Python | Pandas | Sklearn | XGBoost | Dash
Predicting win/loss for 1v1 competitive StarCraft2 games
  1. Engineered data from PostgreSql dump to pandas dataframe
  1. Trained a classification algorithm to predict with 80% accuracy on test data; up 20% from naive baseline
  1. Optimized deployed model’s feature selection for limited memory and performance
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