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Egor Howell
About Egor
Data Scientist & Machine Learning Engineer specialising in applied machine learning, time series forecasting and optimisation / operations research problems.
Background
Machine Learning Engineer at Deliveroo
Improved restaurant load-time predictions via feature engineering by allowing the Generalised Additive Model (GAM) to better capture delivery types. This increased order "stacking" rate, reducing rider costs and saving an estimated £2M globally.
Data Scientist at Gousto
Delivered a LightGBM-based recipe popularity forecast, a Simulated Annealing stock optimisation, and a Mixed-Integer Programming (GUROBI) factory throughput model, achieving a combined cost savings of over £1.3 million annually.
Graduate Data Scientist at Hastings Direct
Graduate scheme in the Actuarial & Data Science and Claims Analytics teams, developing models for auto repair, peril risks, and customer renewals. Used CatBoost, XGBoost, Bayesian Hyperparameter Tuning, Generalised Linear Models, and SQL (Snowflake).
Track record
Bringing real-world expertise from leading global companies
Academic background
Master's degree, Physics
Links
What can Egor teach you?
Data Scientist & Machine Learning Engineer specialising in applied machine learning, time series forecasting and optimisation / operations research problems.
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