Hi, I'm Ryan
BEng Computer Science
Nanyang Technological University
Frontend Development
HTML5, CSS, Javascript, React, Bootstrap
Backend Development
Python, Java, C/C++, Golang
Data Science
Scikit-Learn, Pandas, OpenCV, NumPy, Tensorflow
Web Applications
Creating dynamic and intuitive web experiences
Database
Experience with SQL and NoSQL databases
CI / CD
Experience working in professional teams with git
More about me
I'm Ryan, an undergraduate from Singapore currently studying computer science at Nanyang Technological University. I am highly motivated to create innovative solutions that solve complex problems. With an open-minded approach and positive attitude, I am committed to continuously learning and improving my skills in order to deliver high-quality results for any project.
Projects
Football Object Detection
This project leverages YOLO for detecting and tracking players, referees, and footballs in match footage, using K-means clustering to differentiate teams by t-shirt color and measure ball acquisition percentages. By tracking player movement with optical flow and perspective transformation, it accurately calculates distance covered and speed in meters. This project serves as a lead-up to my group project, MDP.
YOLO
Kmeans
Optical Flow
DLW Hackathon 2022 Finalist
DLW Hackathon is the biggest annual student-run hackathon in NTU. Here, a group of friends and I built a computer vision model that can identify if a hawker table is taken based on imagery.
OpenCV
Javascript
SCSS
DRA
This is a demo of a data request access workflow. The workflow previously utilized the Databricks API to showcase the full end-to-end functionality of the workflow. However, the API has been disabled for this demo. The workflow is now a mock workflow that showcases the functionality of the workflow without the need for the Databricks API.
NextJS
OAuth
REST
More Projects
