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1. EmotionLens EmotionLens Public

   Real-time facial emotion recognition built with PyTorch and OpenCV — detects 7 emotions from a live webcam feed using a fine-tuned EfficientNet model.

   Jupyter Notebook 1

2. Chaingrad Chaingrad Public

   Tiny reverse-mode autodiff engine. No dependencies, no magic — just the chain rule, one operation at a time.

   Python

3. dropout-risk-factor-analysis dropout-risk-factor-analysis Public

   🚀 91.18% Accuracy | Investigating the "Foundational Gap" in student attrition. This project redefines dropout prediction by resolving the "Enrolled" noise gap and engineering behavioral velocity me…

   Jupyter Notebook 1

4. household-energy-predictor household-energy-predictor Public

   End-to-end ML project predicting household energy consumption | EDA → Preprocessing → XGBoost | R² 89.4% | Python, scikit-learn, XGBoost

   Jupyter Notebook 1

5. ML-algorithms-from-scratch ML-algorithms-from-scratch Public

   End to End implementation of the machine learning algorithms, built entirely from the ground up using python and numpy. This repository serves as a portfolio of technical excellence, showcasing the…

   Jupyter Notebook 1

6. wind-turbine-anomaly-detection wind-turbine-anomaly-detection Public

   Anomaly detection on wind turbine SCADA data — builds a data-driven power curve from wind speed/direction, flags underperformance against a Decision Tree baseline (MAE ~66 kW, R² 0.994), and simula…

   Python 1