Andrew Rabinovich
CTO and Head of AI & ML at Upwork, with a long career in machine learning and computer vision; led AI efforts at startups and larger tech firms and focuses on human-centered AI to amplify freelancer productivity.
Top 3 podcasts with Andrew Rabinovich
Ranked by the Snipd community
46 snips
Jan 6, 2026 • 46min
256 | How to build business strategy for the AI era, A detailed blueprint with Andrew Rabinovich, CTO and Head of AI + ML at Upwork
Join Andrew Rabinovich, CTO and Head of AI & ML at Upwork, as he explores the evolving landscape of work in the AI era. With a rich background in machine learning, he explains how AI can amplify freelancer productivity rather than replace it. Discover how Upwork is shifting from mere talent matching to delivering concrete outcomes. Andrew also reveals insights on AI agents like UMA, which can help translate vague ideas into actionable plans, and discusses the birth of new skills in the process of automation.
10 snips
Sep 18, 2025 • 42min
Why Digital Work is the Perfect Training Ground for AI Agents
Andrew Rabinovich, CTO and Head of AI at Upwork, dives into the synergy between digital work marketplaces and AI agents. He reveals how Upwork's unique Reinforcement Learning from Experience (RLEF) methods optimize agent training. The discussion highlights the importance of user evaluation in shaping AI performance and explores innovative multimodal feedback systems. Rabinovich also envisions a future where human workers and AI coalesce seamlessly, providing expedited services and new opportunities for freelancers.
6 snips
Sep 13, 2024 • 25min
Developing AI Solutions for Work Marketplaces - with Andrew Rabinovich of Upwork
Andrew Rabinovich, Vice President of Machine Learning and AI at Upwork, sheds light on how AI is reshaping work marketplaces. He discusses Upwork's innovative AI products, including Uma, designed to simplify hiring workflows and enhance collaboration between clients and freelancers. The conversation highlights the rising need for technical understanding among clients, the importance of human oversight in AI systems, and the evolution of skills required in software development. Rabinovich emphasizes data governance's critical role in future automation efforts.
