Languages & core

Python
R
SQL
Java
C++
JavaScript / TypeScript
MATLAB
HTML / CSS

Data & ML

Pandas
NumPy
XGBoost
GAMMs
NLP pipelines
A/B testing
Monte Carlo
Geospatial analysis

Tools & platforms

Docker
AWS
GCP
MySQL
Git
React
Node.js
Spring Boot
Tableau
Snowflake
Figma
Jira
LaTeX
Canva
Photoshop & Illustrator

Product & PM

User research
PRD development
Product roadmapping
Agile / Scrum
SDLC
UX / UI design
Competitive analysis
Financial modeling
System architecture

Languages (spoken)

English

Native

Mandarin

Native

Cantonese

Native

French

Elementary