Led two core platform capabilities on a Laboratory Information Management System used across complex clinical workflows: a real-time search service and a change-tracking system that records what happened, when, and who did it.
- + capture MySQL binlog events via Debezium connector
- + stream change events through Redpanda topics
- + ingest into Elasticsearch with diff-aware pipelines
- + expose searchable, per-record change history
- − manual, log-scraped audit queries
- ABDM integration — Ayushman Bharat Digital Mission APIs wired into LIMS for national digital-health compliance
- UPS logistics automation — shipment creation through label generation for at-home diagnostic kits
- Infra cost cut — moved dev Web Services, MySQL, Redis, and Elasticsearch from AWS to E2E — ~4× cost reduction without losing reliability