At Spinny, I designed an end-to-end insurance refund lifecycle for agents and customers, making refunds simpler to track. I also developed a progressive dialing engine that increased call rates by 45%.
I engineered an asynchronous call-audit pipeline using Kafka and MongoDB, with an LLM transcribing and evaluating conversations. It scaled monthly audits from 150 to more than 4,000 calls.
At Swiggy, I worked on a zero-downtime migration of OLAP and consumer database workloads from AWS Singapore to AWS Mumbai. I also developed data and query automation that reduced manual intervention and warehouse costs.
At Volkswagen Group Technology Solutions India, I migrated a production-check system into a centralized web portal for 400+ internal users. Earlier, at Infosys, I developed REST APIs and regression tests for internal learning platforms.

