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Hamzah-20/README.md

Hi 👋 I'm Hamzah Al-Basyouni

Typing headlines


About Me

I'm a Computer Science graduate focused on building intelligent, production-oriented AI systems that solve real-world problems.

My work spans Generative AI, Retrieval-Augmented Generation (RAG), Machine Learning, Deep Learning, Computer Vision, Explainable AI, and Predictive Analytics.

B.Sc. in Computer Science

🔭  I'm currently building production-ready AI, RAG, and Machine Learning applications.
🌱  I'm currently exploring AI Agents, advanced RAG architectures, LLM evaluation, and AI deployment.
👯  I'm looking to collaborate on Generative AI, RAG, Machine Learning, Computer Vision, and NLP projects.
💬  Ask me about RAG, Machine Learning, Computer Vision, TensorFlow, FastAPI, Qdrant, Ollama, and Explainable AI.
⚡  Fun fact: I believe the best way to learn AI is by building real projects.

🎯 Passionate about turning AI research and ideas into practical, usable systems.


Featured AI Projects

A selection of projects demonstrating my experience in Generative AI, RAG, Machine Learning, Deep Learning, Computer Vision, Explainable AI, and AI application development.


🧠 ⭐ Research RAG

Production-oriented AI research assistant for grounded document analysis using Retrieval-Augmented Generation (RAG), hybrid retrieval, reranking, source citations, and multi-document research.

Supports document ingestion, semantic research, grounded question answering, multi-document analysis, project workspaces, document management, and locally hosted LLM generation.

FastAPI • React • TypeScript • Qdrant • Ollama • PostgreSQL • Docker

🔗 View Repository


End-to-end Deep Learning system for automated pneumonia detection from chest X-ray images using EfficientNetV2B0 and Grad-CAM Explainable AI.

Includes single-image prediction, batch analysis, model evaluation, confidence scoring, PDF report generation, and an interactive analytics dashboard.

TensorFlow • Keras • EfficientNetV2B0 • Grad-CAM • Streamlit

🔗 View Repository


End-to-end Machine Learning platform supporting automated data preprocessing, model training, model comparison, explainability, and prediction.

Designed to provide a reusable workflow for building and evaluating predictive Machine Learning models.

Scikit-Learn • XGBoost • CatBoost • SHAP • Streamlit

🔗 View Repository


Customer churn prediction system combining Machine Learning with Explainable AI to identify customers at risk of leaving and explain the factors influencing predictions.

Includes SHAP-based model interpretation and interactive visualization.

XGBoost • SHAP • Scikit-Learn • Streamlit

🔗 View Repository


Financial analytics and forecasting platform using time-series analysis and interactive visualizations to explore financial trends and generate data-driven forecasts.

ARIMA • Pandas • Plotly • Streamlit

🔗 View Repository


AI & Machine Learning

Python TensorFlow Scikit-Learn XGBoost SHAP NumPy Pandas

Generative AI & RAG

RAG LLMs Ollama Qdrant Hybrid Retrieval

Backend & Frontend

FastAPI Django Flask Node.js React TypeScript JavaScript HTML5 CSS3

Databases & Infrastructure

PostgreSQL SQLite Qdrant Docker

Tools & Development

Git GitHub Linux Postman VS Code


Connect With Me

LinkedIn Email GitHub


GitHub Stats

GitHub Stats Top Languages


Thanks for stopping by! 👋

I'm interested in opportunities and collaborations involving Artificial Intelligence, Machine Learning, Generative AI, RAG, Computer Vision, and intelligent software systems.

Feel free to connect with me on LinkedIn or explore my repositories.

⭐ Always learning. Always building. Always improving.

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  1. research-rag research-rag Public

    AI-powered research assistant with document-grounded RAG, hybrid retrieval, reranking, citations, multi-document analysis, and local LLM inference.

    Python

  2. chest-xray-pneumonia-detection chest-xray-pneumonia-detection Public

    AI-powered pneumonia detection from chest X-ray images using EfficientNetV2B0, Grad-CAM, and Streamlit.

    Python

  3. customer-churn-prediction customer-churn-prediction Public

    Explainable Customer Churn Prediction using XGBoost, SHAP, Flask, and Machine Learning.

    Python

  4. universal-prediction-system universal-prediction-system Public

    AI-powered prediction platform supporting Time Series Forecasting, Regression, and Classification using Flask and Machine Learning.

    HTML

  5. ai-financial-analytics-system ai-financial-analytics-system Public

    AI-powered financial analytics platform supporting Time Series Forecasting, Regression, Classification, and Clustering using Flask and Machine Learning.

    Python

  6. diamond-price-prediction-dashboard diamond-price-prediction-dashboard Public

    AI-powered diamond price prediction dashboard using XGBoost, CatBoost, Streamlit, and Machine Learning.

    Python