Skills
Technical Skills: Python / Java / R / SQL / PostgreSQL / HTML / CSS / C / Git / bash / VS Code / MIPS Assembly / JavaScript
Language: Mandarin, English, Cantonese, Spanish (elementary)
Projects
Survey-based ML Random Forest Prediction Model — Python Group Project November 2025
- Trained a Random Forest model based on 825 survey responses with mixed numeric and text features.
- Optimized 7 hyperparameters using Optuna. Achieved 70.24% test accuracy.
iCloud Calendar Sharing Web App (FamCalender) — Personal Project October 2025
- Developed a web-based Progressive Web App (PWA) enabling real-time calendar sharing across users.
- Integrated open-source pyicloud to securely access and sync events from users' iCloud accounts.
- Deployed publicly on Render for accessible cross-device use.
Neurological Patient Care System — Python Hackathon Group Project February 2025
- Trained a MLP model to achieve 90%+ accuracy (with 11.5k set of EEG data from Kaggle) in predicting possibilities of future neurological disorder.
- Built a database based on PostgreSQL that stores data of healthcare providers and patients.
Mystery Liquid Crime Scene Simulation — Ren'Py Forensics Project April 2025
- Developed a Ren'Py-based visual novel simulating game, featuring branching logic, decision trees, and a custom UI.
Gear Up (G1 Driving Test Preparation App) — Java Group Project November 2024
- Built two user cases (study/test mode) based on SOLID principle; also built two GUI respectively.
Work Experience
Guangzhou Anchoracademy Education Consulting Co., Ltd. Guangzhou / Remote
Co-Founder / General Partner / Project Manager June 2023 — Present
- Leading development of an APP (in progress): Construct AI assistant decision model.
- Co-founded the company, supported more than 350 international students (including pro bono) with their university application process.
University of Toronto Math Outreach Toronto / Remote
Teaching Assistant July 2024 — Present
- Assist math/computer science instructor with class contents.
Leadership / Activities
Other CS event/contest: Attended 2024/2025 CAN-CWiC, 2025 WiAIG Event, NeuroHack etc.
Certificate: Google Cybersecurity Professional Certificate, ISC2 CC certificate (both in progress)
Leadership:
- Captain: UofT Intramural Division 1 Mix Basketball, District Basketball Team (7+ yrs)
- Coach/Founder: Highschool Women's Varsity Team
Education
Relevant Courses: Software Design; Database; Data Structure; Machine Learning; Foundation of Computer Security; Artificial Intelligence, etc.