Built and evaluated classification models using structured datasets to understand model performance, preprocessing techniques, and evaluation methods. This project focused on applying supervised learning to real-world-style data and interpreting results.

Developed regression models to predict continuous values using structured datasets, with a focus on model evaluation, validation techniques, and understanding overfitting.

Developed a full-stack inventory management system to help small businesses track products, manage orders, and monitor stock levels, with support for search, filtering, and guest order functionality.

Extended a full-stack inventory management system with authentication, role-based access control, real-time interactivity, and production deployment to create a more secure and scalable application.

Designed and developed a personal portfolio website to showcase projects, skills, and experience, with a focus on clean design, responsiveness, and reusable components.

Developed a distributed backend system using Java Spring Boot microservices, implementing API gateway routing, inter-service communication, and containerized deployment.