AWS Compute Optimizer· Led AWS Compute Optimizer Compute team to recommend optimal AWS resources for customers’ workloads to reduce costs and improve performance by using machine learning to analyze historical utilization metrics.· Owner of Compute engine, a large-scale distributed system responsible of ingesting metrics data, computing recommendations, and machine learning model productization.· Launched multiple recommendation categories including Lambda and EBS recommendations.

AWS Insights -Lead a team of software engineers in the design, development, test, deployment and operation of services. Our product includes RI Coverage/Utilization Report, RI Purchase Recommendation, Savings Plans Purchase Recommendations, Amazon EC2 Resource Optimization Recommendations .-Contribute to product definition through a team of product managers-Be responsible for ensuring sanity of architecture, operational excellence and quality, delivering results on time.- Work closely with other AWS teams to deliver platform features that require cross-team leadership.

AWS Insights- Build data processing infrastructure for billing data analysis. The Infrastructure handles data ingestion at Amazon-level scale/growth rate and responds to ad-hoc queries with low latency.

Promotions Platform- Design, implement, and maintain low latency, high availability, and highly scalable web services for Amazon retail business.- Owner of key components in major platform services. Delivered critical functionalities for the platform and expand the scope of this technology to company-wide. - Drive the evolution of architecture within our system. Numerous components delivered for achieving better latency and high availability. - Collaborate with upstream teams for multiple business initiatives.