Programming
Python
R
Java
JavaScript
HTML/CSS
SQL
Capabilities
Skill groups mapped to practical portfolio outcomes.
The site avoids arbitrary proficiency percentages. Skills are grouped by how they support research, analysis, implementation, and delivery.
ML & Data
PyTorch
TensorFlow
scikit-learn
NumPy
Pandas
SciPy
Medical AI
Computer vision
Self-supervised ViT
Multiple-instance learning
Survival analysis
Web & Software
Next.js
Vue
Spring Cloud
REST APIs
Supabase
LLM integration
Analytics
Statistical modeling
Multivariate analysis
Optimization
Time-series forecasting
Tools
Git
Vercel
Power BI
MySQL
SQL Server
Shiny
Languages
Chinese - NativeEnglish - Professional working proficiency, PTE 64, CET-6Finnish - Basic