Ilya Lukibanov
PhD | Data Science
- Role
- Lead Data Scientist at AXS
- Location
- South Pasadena, CA, US
- LinkedIn followers
- 500 followers
About Ilya Lukibanov
PhD in Quantitative Marketing, passionate about data. More than 9 years of experience working with large data sets.Proficient in Python through web scraping with Selenium and BeatifulSoup; feature engineering with Polars, Pandas, NumPy, PySpark, Numba; visualizations with Matplotlib, seaborn, Plotly, Streamlit; and machine learning predictions with scikit-learn, SciPy, statsmodels, XGBoost, LighGBM, CatBoost, PyTorch, TensorFlow/Keras, PyG.Specialties: machine learning, causal inference, anomaly detection, Bayesian methods, time series, web scraping
Experience
Lead Data Scientist
Apr 2024 — Present
Price recommendation engine development.
Education
University of Southern California
Doctor of Philosophy - PhD, Quantitative Marketing
2017 — 2022
New Economic School
Bachelor of Arts - BA, Economics
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