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Unsupervised image clustering pipeline using MobileNetV2 deep embeddings, PCA dimensionality reduction, t-SNE visualization, and K-Means / DBSCAN — packaged as an interactive app.
f-correcting loan-risk prediction system with a FastAPI inference backend, Streamlit reviewer UI, human-in-the-loop label feedback, and live performance / drift monitoring.
A case study in temporal data leakage: deliberately builds a 99 %-accurate but useless leaky model, then rebuilds it as a leakage-safe, time-aware ML pipeline with honest cross-validation and a Str…