‣ Built responsive layouts using HTML and CSS, ensuring clean design and accessibility across devices
‣ Applied JavaScript within a Model-View-Controller architecture to handle user interactions such as adding,
editing, and filtering recipes
‣ Delivered a user-friendly interface that allowed seamless browsing and improved readability of recipes
Backend Learning Management System
MySQL
‣ Built a normalized MySQL database schema for an LMS to manage users, courses, and enrollment
‣ Wrote optimized SQL queries, procedures, and triggers for authentication, registration, and grading
‣ Conducted testing and debugging to resolve data consistency issues, ensuring a reliable backend
foundation for future integration
Fish Segmentation
Pytorch, TensorFlow, Jupyter Notebook
‣ Developed an image segmentation model using the U-Net architecture, leveraging a pre-trained
MobileNetV2 backbone for efficient feature extraction
‣ Preprocessed a large dataset of fish images to ensure normalized and effective input for the segmentation
model
‣ Collaborated with teammates to distribute tasks effectively, contributing to accurate segmentation and
classification outcomes
Snake Game
C#
‣ Designed and implemented a network controller using TCP listener to establish a server-client connection
allowing users to play on the same map
‣ Implemented the Model-View-Controller architecture for the game to separate logic, interface, and data
handling leading to cleaner, more maintainable code
‣ Worked closely with a partner to collaboratively build and update the game throughout the semester,
resulting in a fully functional multiplayer snake game with the integration of the network