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1. rl-etl-remediation-agent rl-etl-remediation-agent Public

   RL-guided ETL remediation agent with schema-drift detection, error classification, Q-learning decisions, synthetic benchmarks, and AWS Lambda deployment templates.

   Python 4 1

2. dqn-vs-ppo-pong dqn-vs-ppo-pong Public

   COmparing DQN and PPO agents on Atari Pong, with training pipelines, performance metrics, and analysis of sample efficiency and gameplay behavior.

   Jupyter Notebook

3. sarsa-vs-qlearning-dql sarsa-vs-qlearning-dql Public

   Comparing SARSA, Q-Learning, and Double Q-Learning on Cliff Walking and Taxi-V3 Tasks

   Jupyter Notebook

4. random-forest-sleep-apnea random-forest-sleep-apnea Public

   Sleep apnea detection from ECG signals using Random Forest classification with HRV features

   Jupyter Notebook

5. mlp-neural-network mlp-neural-network Public

   From-scratch MLP neural network with Tanh, Leaky ReLU, and Logistic activations for multi-class classification

   Jupyter Notebook

6. edge-ai-smart-pos-jetson edge-ai-smart-pos-jetson Public

   Real-time Jetson Orin POS system using YOLOv8 object detection, MediaPipe hand gestures, TensorRT optimization, and a FastAPI kiosk UI.

   Python