• Guide engineering organizations spanning multiple domains with a focus on leadership development, strategic execution, and operational excellence.

• Directed iterative advancements across core product lines (including Insights, No-Code AI Builder, Conversation Intelligence, Summarization), strengthening adoption and driving measurable business impact.

• Defined and led data platform strategy (Elasticsearch & ClickHouse), establishing best practices, and long-term health for analytics and data systems.

• Shaped machine-learning strategy and drove alignment across Product, Engineering, and Go-to-Market teams to accelerate execution and maximize impact.

• Spearheaded enterprise strategic initiatives including global readiness (internationalization), engineering career level framework design, and enhancements to recruiting and talent practices.

Lead a team to build time series forecasting machine learning platform https://codelabs.developers.google.com/codelabs/automl-forecasting-with-vertex-ai#0

Lead a team to work with DeepMind to bring reinforcement learning to real world.

Founding member of AutoML Tables https://cloud.google.com/automl-tables/docs in Google Cloud.