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1. rul-prediction-cmapss rul-prediction-cmapss Public

   Remaining Useful Life prediction on NASA C-MAPSS using Bi-LSTM/CNN-BiLSTM, LinEx loss, and Monte Carlo Dropout for uncertainty-aware maintenance decision support.

   Python

2. hvac-demand-forecasting-lag-features hvac-demand-forecasting-lag-features Public

   Residential building HVAC electricity demand forecasting using regression models, feature engineering, and lag-based temporal features.

   Jupyter Notebook

3. mentora-hackathon-prototype mentora-hackathon-prototype Public

   Hackathon prototype for an AI mentorship platform with mentor discovery, personalized guidance, and conversational interaction.

4. aquaculture-risk-forecasting aquaculture-risk-forecasting Public

   Python

5. offshore-wind-rl-control offshore-wind-rl-control Public

   Python

6. ml-foundations-notes ml-foundations-notes Public

   Personal ML notes on probability, optimization, statistical inference, classical machine learning, deep learning, and reinforcement learning.

   TeX