I am an ML Team Lead in e-commerce, specializing in designing, deploying, and scaling production recommendation systems. My work focuses on modeling user behavior, optimizing core product metrics, and driving business growth through machine learning.

I design end-to-end ML pipelines — from raw data processing and model training to high-throughput deployment and integration into live business workflows. Beyond hands-on engineering, I oversee system architecture, model performance in production, and team technical development