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122024ML / Backend

PCOS Predictor

A machine learning web application for early PCOS screening from clinical and lifestyle indicators.

Period
Jun 2024
Context
Personal Project

The problem

A screening tool has to be explicit about what it is not. It surfaces an indication to discuss with a clinician, not a diagnosis.

What I built

  1. Trained a random forest classifier and served it behind a FastAPI backend with a React client.

Stack

ReactViteFastAPIPythonRandom Forestscikit-learn

Skills applied

  • Machine learning
  • FastAPI
  • React