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1. alzheimers-contrastive-learning alzheimers-contrastive-learning Public

   3D brain MRI classification (Alzheimer's / MCI / Normal Cognition) with 3D ResNets, comparing cross-entropy vs. supervised contrastive learning on ADNI.

   Python

2. ready-alert ready-alert Public

   Driver drowsiness detection for elevating safety on the road, as per the goal of the 2024 TAMU Datathon.

   Jupyter Notebook

3. movie-analytics-eda movie-analytics-eda Public

   Statistical analysis of IMDb movies exploring box office drivers, critic vs. audience rating gaps, and genre preferences by age group using pandas, seaborn, and statsmodels (ANOVA, OLS regression).

   Jupyter Notebook

4. trees-and-ensembles trees-and-ensembles Public

   Decision trees, bagging, and random forests explored side by side: how tree depth, pruning, and ensembling each trade bias for variance, with results on Titanic survival and USDA food.

   Jupyter Notebook

5. texas-42 texas-42 Public

   Play my Texas 42 implementation. Play with a friend online as well!

   TypeScript 1

6. alzheimers-pauc-classification alzheimers-pauc-classification Public

   Current work: Thesis code of partial AUC optimization for Alzheimer's classification on MRI scans

   Python