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1. Estimating-Chess-Player-Strength-from-Game-Data-using-polynomial-regression Estimating-Chess-Player-Strength-from-Game-Data-using-polynomial-regression Public

   "Polynomial regression model to estimate chess ratings within ±200 points, providing practical insights into opponent skill level.

   Jupyter Notebook 2

2. Person-Identification-using-EEG-signals Person-Identification-using-EEG-signals Public

   Deep learning system for person identification using EEG brainprints | 109-subject classification | Feature extraction + Neural Networks | TensorFlow/Keras

   Jupyter Notebook 1

3. Arabic-speech-to-text-transcription-using-Deepgram-API- Arabic-speech-to-text-transcription-using-Deepgram-API- Public

   Python

4. CodeForge-MiniGPT CodeForge-MiniGPT Public

   Fine-tuning Qwen2.5-Coder-1.5B-Instruct with LoRA for raw Python code generation. Includes training pipeline, evaluation notebook, and a Streamlit inference GUI.

   Jupyter Notebook

5. Multi-Model-Machine-Learning-Approach-to-Gaming-Behavior-Analysis Multi-Model-Machine-Learning-Approach-to-Gaming-Behavior-Analysis Public

   This project provides a comprehensive mathematical analysis of gaming hours versus performance data using various machine learning models and statistical techniques. The analysis includes preproces…

   Jupyter Notebook

6. Taxi-v3-Q-Learning-Agent Taxi-v3-Q-Learning-Agent Public

   A Reinforcement Learning project that solves the classic Taxi-v3 environment using the Q-Learning algorithm. The agent learns to navigate a 5x5 grid, pick up passengers, and drop them off at specif…

   Python