talk-data.com talk-data.com

V

Speaker

Vladimir Kolovski

1

talks

Senior Staff Software Engineer Databricks

Vladimir Kolovski is a Senior Staff Software Engineer in the AI org at Databricks. His focus is building tools and features within Databricks to support governance and observability of AI systems. Previously, he worked at Google where he led efforts on ML workflow automation, feature discovery and ads quality. He received his PhD in AI (Knowledge Representation) from the University of Maryland - College Park.

Bio from: Data + AI Summit 2025

Filter by Event / Source

Talks & appearances

1 activities · Newest first

Search activities →
Taming the LLM Wild West: Unified Governance with Mosaic AI Gateway

Whether you're using OpenAI, Anthropic or open-source models like Meta Llama, the Mosaic AI Gateway is the central control plane across any AI model or agent. Learn how you can streamline access controls, enforce guardrails for compliance, ensure an audit trail and monitor costs across providers — without slowing down innovation. Lastly, we’ll dive even deeper into how AI Gateway works with Unity Catalog to deliver a full governance story for your end-to-end AI agents across models, tools and data. Key takeaways: Centrally manage governance and observability across any LLM (proprietary or open-source) Give developers a unified query interface to swap, experiment and A/B test across models Attribute costs and usage to teams for better visibility and chargebacks Enforce enterprise-grade compliance with guardrails and payload logging Ensure production reliability with load balancing and fallbacks