At Fortinet, I refactored a Python monolith into a distributed Python, Go, Kafka, and Docker platform, using Claude Code agent dispatch for cross-stack code generation. The platform became a team-wide standard.
I architected a firmware-config diff tool into a multi-layer validator with deterministic checks, LLM adjudication, and live-device feedback. As the quality gate for FortiGate-to-FortiGate conversions, it helped scale auto-delivery to 60% of tickets.
I also built a Python and Claude API pipeline to map firewall application signatures, and designed metrics reporting used by leaders through the CTO. Earlier, at Spectrum, I automated firewall configuration and firmware validation; at CenturyLink Black Lotus Labs, I worked on monitoring migration and a malware-ingestion pipeline.

