Lam Chi Chon
林子竣
Data Science · Physics Research · Fencing
Master's student at Lingnan University | Ex-Physics Researcher | Athlete
🎂 14 March 2003
📍 Macau / Hong Kong
🇨🇳 中文 | 🇬🇧 English | 🇫🇷 Français
About
Data Science master's student at Lingnan University with a Bachelor's in Applied Physics & Chemistry from the University of Macau. Physics background sharpened my analytical thinking; now applying it to ML, databases, and data mining. Also an international-level fencer — discipline and strategy cross over between sports and science.
Skills
Python (pandas, sklearn)
SQL / MySQL
XGBoost / ML
LSTM / NLP
Tableau
Database Design (3NF)
EDA & Visualization
Git / Jupyter
Chinese & English
Projects
💳 Credit Card Fraud Detection ML · Group
SMOTE + XGBoost · AUC 0.97, F1 0.89, Recall 87%
My part: evaluation framework, confusion matrix, validation
GitHub
🐦 Weibo Sentiment Analysis DL · Group
LSTM + Word2Vec · 74.6% test accuracy on 3-class sentiment
My part: preprocessing, segmentation, stop-word removal
GitHub
🛒 Digital Products Database DB · Group
MySQL, 3NF, ACID · 12ms avg latency, 134 TPS
My part: documentation, consistency checks
GitHub
⚡ Data Center Energy Prediction DM · Group
Gradient Boosting · R² 0.784 on grouped split
My part: documentation, integrity checks
GitHub
🔬 Nb₂O₅:TiO₂ Smart Window Research · Individual
40% light modulation, 0.8mAh/cm² storage at <350°C
Full lifecycle: design, synthesis, analysis, thesis
Abstract
Education & Awards
🎓 M.Sc. Data Science Lingnan University · 2025–2026
🔬 B.Sc. Applied Physics & Chemistry University of Macau · 2021–2025
🏆 Awards
- U23 Asian Fencing Championships — 28th Place (2025)
- Macau Fencing Ranking Tournament, Men's Epee — Runner-up (2024)
- National University Physics Experiment Competition — First Prize (2024)
- Macau Fencing Referee Level 3 (Foil, Epee, Sabre) — 2022