Person

Arseny Kravchenko

Arseny Kravchenko's DataTalks.Club podcast discussions, organized for topic exploration.

Arseny Kravchenko

Background

Arseny Kravchenko is a seasoned ML Engineer, mostly interested in computer vision problems. He’s been working in ML since 2015 on both individual contributor and leadership roles. Arseny used to be active in competitive ML and achieved Kaggle Master level.

Podcast Discussions

• Build Scalable, Reliable ML Systems (MLOps): Design Docs, Data Strategy & Edge Constraints. Discussed: Episode Overview: Building Scalable & Reliable Machine Learning Systems; Guest Bio & Startup Experience (deep learning, MLOps, Ntropy, AR, Lyft); Startups: ML Productionization Trade-offs and Decision Ownership; Defining Machine Learning System Design: Goals and Constraints. Related topics: machine learning, MLOps, data strategy, data engineering, system design, MLOps.