At T-Mobile, I built an LLM-powered modernization agent that reduced Spring Boot upgrade effort across 150+ microservices by approximately 80%. Its agentic workflow handles repository and code analysis, upgrade planning, code transformation, and validation.
At JP Morgan Chase, I worked hands-on on enterprise catalog and data lineage platforms, including migrating 22 million Snowflake tables and views into a centralized catalog. I also redesigned search architecture to improve throughput from 30 TPS to 450 TPS.
Earlier, I led metadata and lineage work at JP Morgan Chase and built data migration and search platforms at DBS Bank. Across these roles, I’ve worked on distributed systems, platform modernization, and production reliability.

