At Arista Networks, I lead data science for Cognitive WiFi, building multi-tenant AI systems for network diagnostics. I created an Agentic AI framework with MCP, LangGraph, Crew.ai, and OpenAI/Google SDKs, and reduced critical WiFi MTTR by 25% through anomaly detection and automated RCA.
Previously at Twilio, I productionized high-scale spam and toll-fraud detection systems that saved more than $1.3M annually. Across Jio Embibe, Intertrust, Komli Media, Marketshare, and JovianDATA, I’ve led teams and built search relevance, personalization, user segmentation, RTB, pricing, forecasting, and big-data platforms.

