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Second Year of University
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Second Year of University

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DuranP1610/README.md

Hi there, I'm Duran 👋

Currently a second year Statistics & Data Science / Computer Science major at the University of Cape Town. Building a mostly Python-based data science portfolio that involves statistics & machine learning, however evidence of my Computer Science degree might show up from time to time :)

I'm usually the type who wants to know why a problem's solution works the way it does, and the logic that helped us get there!

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  1. Poker-Evaluator Poker-Evaluator Public

    Live poker hand equity calculator — Monte Carlo simulation + a trained ML model (Random Forest) for instant win-probability predictions. Runs entirely client-side (vanilla JS), no backend. Built wi…

    JavaScript

  2. URC-Prediction URC-Prediction Public

    Predicting United Rugby Championship matches with a tuned Elo model and an ML model that learns what Elo misses. Travel and altitude turn out to drive home advantage, and the improvement holds in 9…

    Jupyter Notebook

  3. Movie-Recommender Movie-Recommender Public

    A content-based movie recommender system using TMDb API, TF-IDF, and cosine similarity.

    Python

  4. CapeTown-Weather-Analysis CapeTown-Weather-Analysis Public

    Time-series forecasting of Cape Town's daily temperature using Holt-Winters exponential smoothing, benchmarked against a naive seasonal baseline.

    Jupyter Notebook