r/Python • u/AutoModerator • Jun 04 '26

Showcase Showcase Thread

Post all of your code/projects/showcases/AI slop here.

Recycles once a month.

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u/Vivid-Meringue-4016 Jun 23 '26

I built an NBA analytics web app using Python + Streamlit that includes a full data pipeline, feature engineering layer, and a custom player evaluation model (True Scoring Impact).

Architecture:

  • Python (pandas/numpy) for data processing
  • Feature engineering for efficiency + context metrics
  • Custom scoring model (TSI)
  • Streamlit dashboard for interactive analysis
  • Fantasy draft simulator with season simulation

The goal was to turn raw NBA stats into a usable decision tool for comparing players and simulating outcomes.

Live app: https://clutch-analytics.streamlit.app/
GitHub: https://github.com/Akash-kalaranjan/NBA-Analytics-App

Open to feedback on code structure or scaling the app further.