Developed Predictive Models: Created models such as K-Nearest Neighbors, K-Means Clustering, and Linear Regression to enhance client value predictions, enabling tailored product recommendations, which increased customer satisfaction by 25% according to the survey result. Optimized Models: Optimized the models by implementing new features using PyTorch, increased the prediction accuracy by 20%. Backend Optimization: Optimized backend service using GO and PHP by refactoring coded, increased overall productivity for the development team. Data Management: Conducted data cleansing and containerized backend processes using Docker to improve deployment efficiency.

Full-stack Web Developer Intern at Windsor Essex Compassion Care Community

September 1, 2021 - December 1, 2021

Website Design: Designed and implemented a visually appealing, user-friendly website using HTML, CSS, and JavaScript, resulting in increased participant engagement in community activities. Website Maintenance: Collaborated with cross-departmental teams to manage website deployments and update events and monthly activities, enhancing organizational connectivity and activity levels.

Mentor at BorderHacks 2021

September 1, 2021 - September 1, 2021

Programming Support: Helped the participants overcome some programming obstacles and bugs using programming languages skills such as Java, C and C++. Showed excellent interpersonal skills by listening to the hackers patiently and giving them advice on problem solving.