Mohd Tariq Ansari

At F5 Networks, I architected a LangGraph-based multi-agent system and a high-accuracy Agentic RAG pipeline serving a 100,000+ document corpus. I led an 8-engineer team that scaled an enterprise system for 40,000+ users and contributed $5M+ in additional revenue inflow.

I build production AI and distributed platforms with measurable outcomes. My RAG work reached 92%+ retrieval accuracy through cross-encoder re-ranking, while my BIG-IP Next Upgrade Platform reduced control-plane upgrade cycles by 90% and maintained 99% traffic uptime.

Previously at BMC Software, I helped move TrueSight Operations Management from a monolith to cloud-native microservices, accelerating customer onboarding by 60%. I also designed Kafka-based pipelines processing 200M+ daily events and built an Elasticsearch query analyzer that improved escalation-resolution SLAs by 35%.

Across Veritas, Accenture, Oracle, and Wipro, I've delivered SSO, CRM, application integration, web services, and full-stack product capabilities. I enjoy taking products from 0-to-1, mentoring engineers, and guiding cross-functional teams from ideation through scaled production delivery.