At Cisco Systems, I designed a reusable export job framework that processes up to 20M records, using Kafka-based event-driven microservices for scalable parallel processing. I also developed Network Management System capabilities for inventory provisioning, service discovery, automation, and restoration across optical and IP networks.
I optimized device deletion processing from 15 minutes to 12 seconds and improved inventory collection for environments with 64K+ interfaces. Earlier, at Incture Technologies, I developed DIGI-GST workflows that automated 90%+ of GST return filing.

