- Led cross-team design, API contracts, development, and the primary implementation of the rebalancing algorithm for AWS Supply Chain (ASC) during its re:Invent and general availability launches.- Optimized rebalancing API latency by 500% when consuming P99 dataset sizes (a dense network where at-risksites will have 20–30 helper sites) by using materialized views to access data without touching the base tables- Continuously designed improved recommendations based on customer and stakeholder feedback. Recent documents include async computation and better data utilization to compute options.- Accelerated on-call ticket resolution prior to the general availability launch by 10--20 minutes by implementing cloudwatch alarms and creating a dashboard webapp to diagnose recurring and uncommon issues in our infrastructure and business logic.- Improved product stability by refactoring CI/CD pipelines to ensure all changes going into onebox and prod stages were rigorously and automatically tested at every commit.- Implemented an async resource deletion framework to clean up customer instance(s) and stored information by following event driven design to publish to any subscribed AWS supply chain microservices using eventbridge.- Received acknowledgement on the rebalancing initiative from AWS CEO Adam Selipsky's 2022 re:Invent keynote presentation as a key feature to the product.

- Held regular walk-ins and supervised exam reworks for C/C++, Java, Python, Go, Kotlin, and Sacala courses for 15–20 students.

- Developed an in-house malicious intent identifier by using a gradient boosted classifier, Apache Spark, and Apache Kafka to determine the most likely classification from a continuous stream of data.- Achieved 97% and 99% test accuracy on the generated and real data streams.- Saved 1 month from an originally 3-month long project by utilizing a scrum-based development cycle to get frequent feedback and maintain a fast-paced development cycle.