Capabilities
Skills
A mix of quantitative methods, machine learning, and tools I use to turn data into decisions.
Programming & Data
- Python
- SQL
- R
- Stata
Machine Learning
- scikit-learn
- XGBoost
- PyTorch
- TensorFlow
- Deep Learning
- NLP & LLMs
Causal Inference & Experimentation
- A/B Testing
- Propensity Score
- DiD
- Causal Forests
- Uplift Modeling
- HTE
Statistics & Quant Methods
- Regression
- Probability
- Time Series
- Panel Data
- Risk Modeling
- Optimization
Analytics & Visualization
- Pandas & NumPy
- Tableau
- Looker
- Matplotlib
- Excel
- Streamlit
Data Engineering
- Snowflake
- Git & GitHub
- ETL Pipelines