At Findica, I architected an agentic AI layer over a Neo4j knowledge graph using LangGraph and AWS Bedrock, enabling natural-language queries for over 100 users. I also built MCP servers for graph queries and internal APIs, with authentication, guardrails, observability, and evaluations.
At Oracle Cloud Infrastructure, I built a cloud-native network reliability platform and automated incident remediation, cutting resolution time by 60%. I also developed a RAG system over incident runbooks and remediation logs that generated summaries for over 1 million network incidents and cut triage time by 50%.
