Supported 100+ students across multiple courses via office hours, debugging sessions, and grading with structured feedback.

Delivered React + C# features for manufacturing clients on Azure/Kubernetes; acted as DRI for live deployments and incident response.

Built real-time backend systems for a coupon auction app: Kafka/Redis pipelines, websocket updates, queue-based automation, and scaling strategies for peak bidding.

Built PySpark pipelines to centralize analytics data; developed Snowflake monitoring dashboards; containerized and deployed workloads with CI/CD.

Built Python-based hardware test automation and a distributed production test framework (server + client agents) used in board/box-level testing workflows.