Oleg Muratov

Data Science & Causal Inference

Economist (PhD, Penn State) applying causal inference, experimentation, and the SQL/Python stack to real-world data. This is my data-science portfolio — for my academic profile and CV, see olegmuratov.com.

Skills

Causal inference
Experimentation / A‑B testing
Difference‑in‑differences
Survival analysis
Hedonic / regression modeling
Python
SQL · DuckDB
pandas · scikit‑learn
ETL & data pipelines
Stata
Git

Projects

London Airbnb — Pricing & Market Segmentation Coming soon

Hedonic pricing · clustering · Python (pandas, scikit-learn, statsmodels)

A hedonic-pricing analysis of what drives London Airbnb nightly rates (room type, location, reviews, host attributes), plus a k-means segmentation of the listing market. Reproducible notebook + writeup.

GitHub & writeup — launching shortly