Projects

iFase - A Web-based Face Recognition Application

University of Toronto (Aug 2022 - Apr 2023)

• Developed a web-based real-time face recognition application to assist instructors in recognizing students' faces through a user-friendly interface.
• Integrated React.js frontend for image capturing with backend facial recognition capabilities.
• Contributed to the stored face management interface, enabling face classification, and facilitated integration of processed face images with their labeled names from the backend database.
• Developed the user authentication backend with Node.js/express.js to receive input from the frontend, authenticate passphrase and user name inputs, as well as handle input errors.

Source code can be viewed here

Map007 - GIS Navigation Project

University of Toronto (Jan 2020 - Apr 2020)

• Developed a GIS navigation system with C++, built data structures using combinations of C++ STL maps and vectors for different purposes (Applied Dijkstra and A* Algorithms to find the shortest path between two locations).
• Used Libcurl to incorporate real-time data. Achieved auto-correction function of the search bar, Designed the user interface of the GIS navigation system.

The work is protected by the Academic Integrity Guideline of University of Toronto

FLShape Project - Adaptive Makeup Recommender

University of Toronto (Sep 2020 - Dec 2020)

• Developed a program with Python to identify diverse facial shapes, optimizing makeup matches based on distinct characteristics such as eyebrow shape and blush positioning.
• Trained models on 6k+ facial images categorized into six foundational face shapes. Achieved a training accuracy of 0.890 and a validation accuracy of 0.781. Used ResNet as the basic framework, optimizing shorter effective paths to maintain high accuracy even with increased layer complexity.

Source code can be viewed here

Drifting Game Project

University of Toronto (Mar 2020 - Apr 2020)

• Developed a drifting game with ARM Assembly and C, applying game logic and interrupts as well as PS/2 controls to operate the game.

Source code can be viewed here

Treasure Island Game Project

University of Toronto (Mar 2020 - Apr 2020)

• Developed a strategy game- Treasure Island with Verilog, which includes game logic and interrupts. PS/2 controls are applied to control the operation of the game while connected to a VGA display.

Report and source code can be viewed here

SUMO Robot Design

University of Toronto Robotics Association (Jan 2019 - May 2019)

• Designed electrical circuits and soldered on PCB. Programmed the microcontroller of the robot using Arduino.
• Designed the prototype of the robot using AutoFusion 360 and 3D printed the robot model.