Technical Skills
Languages
- Python
- R
- MATLAB
- SQL (SQLite, PostgreSQL)
- Bash
- Java
- JavaScript
ML / Data Science
- Core ML: scikit-learn, XGBoost, PyTorch, TensorFlow
- Evaluation/Explanation: calibration, SHAP
- Data: pandas, NumPy, polars
- Visualization: Matplotlib, Seaborn, ggplot2
Data & Tools
- Backend: Flask/REST
- Data layer: SQLAlchemy
- Tracking: Weights & Biases (W&B)
- DevOps: Docker, Git
- HPC/OS: Linux, SLURM
- Interop: ONNX