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mental-health-tech
mental-health-tech PublicEnd-to-end machine learning pipeline designed for high-dimensional, mixed-type survey data. Implemented K-Prototypes Clustering, Factor Analysis of Mixed Data, and t-SNE manifold learning to succes…
Jupyter Notebook
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class-fashion
class-fashion PublicComparative benchmark of a CNN (Conv2D(32/64) + Dense(128)) and a 100-tree Random Forest on Fashion-MNIST, reporting accuracy (91.32% vs 87.53%), training time trade-offs, confusion matrices, and c…
Jupyter Notebook
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speed-track
speed-track PublicVehicle detection, tracking, and speed estimation with 3 SOTA detection and tracking models for benchmarking and demo video comparison.
Python
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habit-tracker
habit-tracker PublicBasic habit-tracking application using python, click (command-line interface), and SQLite3 (data persistence system).
Python
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