Yale School of Medicine

Machine Learning Research Intern

Apr 2023 - May 2024 · New Haven, CT

  • Built Flask API serving SVM-based audio quality scores using MFCC/chroma input features for healthcare audio testing.
  • Automated ML model training on 10K+ audio pairs; implemented preprocessing pipeline and unit tests in Python.
  • Deployed local app via Docker; collaborated with researchers to add feedback logging and live testing capability.
  • Presented findings and technical demo to 300+ professionals/engineers at International Conference of Public Health.

ML research on healthcare audio quality at Yale School of Medicine. Built a Flask API serving SVM-based scores from MFCC/chroma features, automated model training on 10K+ audio pairs, and shipped the app via Docker with feedback logging for live testing. Presented findings to 300+ professionals at the International Conference of Public Health.

pythonflasksvmmldocker