Nan Fung Group — Senior Associate, Data Science
Drive firm-wide AI implementation, working closely with the Group CEO on AI for the Biotech VC and family-office arms — from autonomous learning loops and an AI investment-agents team to a screening platform that cut underwriting from a day to minutes.
Premialab — Fintech Data Scientist
Led the cross-asset risk aggregation engine for QIS strategies — serving leading global investment banks and institutional clients managing US$20tn AUM with 60% faster, reliable pre-T+1 risk.
HKUST Fintech Research Project — Data Analytics Research Assistant
Fine-tuned GPT/BERT models on NVIDIA DGX for domain-specific NLP, and led an HKMA industry report and a federated-ML project with SHAP explainability.
Société Générale — Cross-Asset Risk Trainee
Built market-risk analytics and Power BI dashboards (3 days → 10 minutes, still in use 3+ years later) plus real-time NLP web apps for the cross-asset risk desk.
Student Hubs (Bristol Hub) — Volunteer Python Tutor
Volunteered as a Python tutor, preparing weekly materials and teaching teenagers the basic concepts of coding in Python.
Achievements & Recognition — Alan Wong
AWS AI League Hong Kong Champion (2025) and HKU Hack4SGD judging panellist (2024).
Alan Wong
Senior Associate, Data Science · Nan Fung
Highlights
Champion — AWS AI League Hong Kong
Real-time fine-tuning · 2025
Judging Panellist — HKU Hack4SGD
Hackathon · 2024
Education
Georgia Institute of Technology
MSc Analytics · GPA 4.0 (In Progress)
University of Bath
MSc Computer Science · Distinction (2020)
University of Bristol
BSc Economics · Upper Second (2019)