Skills
Capability map
Grouped by domain — from epidemiological modeling and ML stacks to clinical QA and secure cloud collaboration.
Data Science & Analytics
- Epidemiological Modeling
- Gravity Models
- Algorithmic Surveillance Design
- Stochastic Processes
- Anomaly Detection
- Machine Learning
Programming
- Python
- R
- TypeScript
- JavaScript
- SQL
- React
- Next.js
- Stata
ML & Scientific Computing
- Pandas
- NumPy
- PyTorch
- TensorFlow
- Tidyverse
- Geospatial Analysis
- FastAPI
DevOps & Cloud
- Docker
- GitHub Actions
- Vercel
- Secure cloud collaboration
- 2FA / IP allowlists
Data Systems
- PostgreSQL
- SQL
- Corporate Data Warehouses
- Result portals
Clinical & Regulatory
- HPCSA Practice
- Clinical Trial Oversight
- Biomarker Evaluation
- QA/QC
- GLP
- ICH-GCP Awareness