Hi, I'm Malek Rais

A web app for searching scientific articles by title, keywords, authors, or content. It features user authentication, PDF extraction, role-based access (Admin, Moderator, User), ElasticSearch indexing, and a React/FastAPI tech stack with Docker deployment.

Developed an optimized on-site field construction management system using the MERN stack, integrating real-time task and employee tracking alongside predictive analytics to anticipate future challenges. Our solution was recognized for its innovation and practicality, earning third place at the MicroHack 2.0 Hackathon.

Developed a tile-based game in Java using the Swing library, applying State, Decorator, and Factory design patterns to ensure modularity, clean code, and effective team collaboration.

Built a Python scraper using Requests and BeautifulSoup to extract 450+ property listings from immo-entre-particuliers.com, filtering invalid data with custom exceptions. Cleaned and preprocessed data with Pandas (missing values, one-hot encoding, geospatial enrichment) and trained machine learning models (KNN , Decision Tree , Linear Regression , ...) to predict prices based on features like location, surface area, and energy efficiency.