Digital Verified Driver
Graduation project: edge AI against disability-vehicle misuse and theft, plus cabin safety for ride-hailing and schools — Raspberry Pi, YOLOv5, InsightFace, FastAPI, MongoDB.
Sanad — Arabic Source-Grounded RAG Assistant
End-to-end RAG system over ~80K Arabic passages in 10 knowledge categories. Every answer cites book, author, and page; the assistant refuses when no relevant source is retrieved. FastAPI, PostgreSQL + pgvector, Celery + Redis.
Blood Cell Diagnostics
End-to-End AI platform for classifying blood cell images (+95% accuracy): 17K+ images (8 classes), custom PyTorch CNN, Flask web app, Docker deploy.
Boston Housing Price Prediction
Web app predicts Boston house prices with Decision Tree ML. Flask backend, REST API, live demo inputs & full data analysis. Production model, modern UI, 78.8% R² accuracy.
News Headline Classifier
NLP app classifies news headlines (SPORTS, CRIME, EDUCATION, COMEDY) with 84% accuracy. Multinomial Naive Bayes + CountVectorizer, Gradio UI, Hugging Face Spaces deploy.
Uber Rides Prediction Flask
Modern Flask app to predict weekly Uber rides based on simple inputs. Styled with an Uber-like theme, production-ready setup with scikit-learn model, and deployed on Railway.
Flight Delay Prediction
Machine learning project that analyzes and predicts flight delays based on carrier information, airport details, and flight statistics. Optimized Random Forest model achieves ~0.99 R² score with ~1.9 MAE.
AI Travel Agent Flask
AI-powered travel planning application built with Flask. Uses OpenAI GPT-4 for intelligent travel recommendations, real-time weather data, cost calculations, and search integration for hotels, attractions, and restaurants.
AI Chatbot Flask
Intelligent chatbot application built with Flask and OpenAI. Features conversational AI capabilities, context-aware responses, and a modern web interface for seamless user interactions.
Sentiment Analysis on Product Reviews
Text classification project to predict Positive or Negative sentiment from Amazon product reviews. TF-IDF + Logistic Regression, NLTK preprocessing, and a Flask web app with dark modern UI.
Resume Screening Using NLP
Screen and rank resumes against job descriptions using Sentence Transformers, cosine similarity, and a Flask web UI. Upload PDF/DOCX/TXT resume and see top job matches with scores.
Question Answering with Transformers
Extractive question answering system using Transformer models fine-tuned on the Stanford Question Answering Dataset (SQuAD), with a Flask web interface to ask questions and get answers from context.
League of Legends Win Predictor
Flask service exposing a logistic-regression model trained on match-level statistics to estimate a team's chance of victory, with a reproducible training pipeline, JSON API, and an interactive dashboard.