Machine Learning

A collection of projects, particularly those utilizing machine learning and data science. See also my Github Profile and resume.

Current Projects

Learned Machines, Trained Models

  • “Credit Scoring the Unbanked Population in Vietnam”: How do we gauge creditworthiness for new small-dollar loan applicants? I built a credit-scoring model for thin-credit history loan applicants using loan data from a bank in Vietnam (Note: dormant application; load time is a few seconds.)
  • Pic-Metric (Github): Batch-user-image object detection and classification web application
  • Spotify Song Recommender (Github): K-nearest neighbor model recommends thirty new Spotify songs given a user’s input of a single song based upon features such as tempo, acousticness, etc.