My Projects

A collection of projects I've worked on throughout my journey in computer science

Should-I (Lead Developer)

March 2024 – December 2024

Developed a full-stack clothing retail app which utilizes computer vision and image generation via Revery API calls to implement virtual try-on capabilities. Built with Flask and React frontend system with MySQL and SQLAlchemy database system, containerized services with Docker.

PythonFlaskReactBootstrapMySQLSQLAlchemyDocker

Fashion Items Classification System

August 2023 – November 2023

Developed TensorFlow VGG16-based deep learning model that achieved 87%+ accuracy across 100+ clothing/accessory classes and color labels using 40000+ training images, leveraging powerful feature extraction for computer vision. Performed image preprocessing, normalization, and augmentation to categorize data for easier management of inventory.

TensorFlowKerasScikit-learnPythonVGG16Computer Vision