The SoundDrip music recommendation application was a labor of love spanning several months and a dedicated Data Science team that I had the pleasure of leading.

Data Science Highlights:

  • Aggregated the largest publicly available dataset featuring Spotify song metadata and acoustical features. The dataset is now in circulation at Lambda School for future labs projects.
  • Launched Flask endpoints on AWS EBS instance
  • Tracking user interaction data via AWS RDS backend
  • Containerized on ECS for decreased latency
  • Proprietary Genre Filtering Algorithm
  • Supervised learning on tracked user interaction data

Product Demo: