Egor Kuznetsov

Senior Data Scientist @AUTO1 Group

Berlin, DE

Development and maintenance of ML-based pricing models for used cars: • Built and optimized models using LightGBM and neural networks. • Deployed services on AWS and configured monitoring for performance tracking. • Proposed and tested hypotheses for price optimization to maximize revenue and market competitiveness. • Experimented with cutting-edge ML approaches to pricing, continuously improving model accuracy and adaptability. Design and execution of A/B tests to enhance pricing quality and coverage: • Developed and ran experiments to refine pricing strategies. • Monitored and visualized test results in Tableau and Redash for data-driven decision-making. Integration of neural network approaches to account for vehicle damage in pricing models: • Developed and implemented ML models that assess vehicle damage and adjust pricing accordingly, improving the accuracy and fairness of price recommendations. Automation and versioning in the ML development lifecycle: • Implemented tools like MLflow and Evidently AI for experiment tracking, model versioning, and performance monitoring, streamlining development and production workflows.

Skolkovo Institute of Science and Technology

Master of Computer Science, Data Analysis

Moscow Institute of Physics and Technology (State University) (MIPT)

Bachelor of Applied Science - BASc

Moscow Institute of Physics and Technology (State University) (MIPT)

Master of Applied Physics and Mathematics