1. Optimized internal service communication infrastructure by exploring the replacement of API Gateway with VPC Peering and a Network Load Balancer to address inefficiencies and reduce Initial Margin Requirement (IMR) costs.2. Implemented a strategic solution involving a proxy server and port forwarding to facilitate communication between services with identical CIDR blocks, resulting in an 85% reduction in IMR costs and improved operational efficiency.

1. Engineered a transition from a monolithic to a modular, AWS-based web service for the Advanced Revenue Ingestion System, ensuring timely ingestion and impacting annual revenue of $35B.2. Integrated OpenSearch for efficient monitoring and performance tracking, designed retry mechanisms, and migrated static configs to AWS AppConfig to enhance system resilience and adaptability.3. Led compliance efforts for the Digital Services Act (DSA), ensuring adherence to EU legislation and mitigating the risk of fines up to 6% of global revenue.4. Implemented transparency measures for payer names of Amazon Ads, developing efficient workflows and quality controls to meet compliance standards within tight deadlines, contributing to streamlined processes and enhanced transparency in advertising practices.

1. Worked on the optimizing of game performance on the GeForce Now cloud gaming platform. Utilized Python scripts to analyze session data and system metrics, substantially elevating the user experience and contributing to significant profit growth.2. Leveraged the Django framework with MongoDB to architect solutions for visualizing large dataset analysis. Optimized database queries by using multi-indexing, enhancing performance by a factor of two.

Built various machine learning models from scratch and made projects to solve real world problems.Mentor: Dr Ankush Mittal (Ph.D. NUS, Singapore) – dr.ankush.mittal@gmail.com