mohany125

 My flagship project, PlayerGuard, is a live Premier League injury risk prediction system I built using XGBoost and SHAP, encompassing database schema design, web scraping, SQL feature engineering, and a deployed Streamlit dashboard. I've also built a Facial Emotion Recognition model (deployed on Hugging Face, 89.4% macro AUC), a misinformation diffusion analysis using PySpark and a custom SIR/SEIR epidemiological simulator, and a sports news retrieval dashboard applying TF-IDF/BM25 ranking to real-time scraped data. 

I am looking for an internship or an entry job in either Machine Learning Engineer or Data Science fields