Tag: Python
All the articles with the tag "Python".
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Room Occupancy Detection – Time-Series-Aware ML from Sensor Data
A machine learning project predicting room occupancy from environmental sensors — with careful time-series cross-validation, SMOTE for class imbalance, model comparison across Random Forest, XGBoost, and LightGBM, and SHAP-based interpretability.
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SentiView – AI-Powered Customer Communications Analytics Platform
A full-stack multi-channel sentiment intelligence platform built as a 2nd-year university software project. Spans an Angular 17 dashboard frontend and a FastAPI email analytics microservice with Gemini, AWS Comprehend, MongoDB, and Gmail OAuth.