# Kiran C. Kantheti > Engineering executive focused on responsible AI-assisted development, human-in-the-loop RAG delivery, enterprise platforms, and global product organizations. Canonical profile: https://kirankantheti.com/ LinkedIn: https://www.linkedin.com/in/kkantheti Location: Folsom, California, United States ## Executive scope - 20+ years in enterprise software and 11 years of progressive leadership at MarkLogic. - Led 48-60 engineers and managers across the United States, India, and South America. - Accountable for a $12M-$15M R&D portfolio serving 90+ enterprise and government customers. - Engineering leadership across Data Hub, DevOps and SRE, administration and observability, Corticon, Kubernetes and Operator engineering, and technical content. ## AI transformation - Led adoption of AI-assisted development among initially skeptical senior engineers through working pilots, peer champions, clear guardrails, and transparent review data. - Established human-in-the-loop review and approval across requirements, architecture, AI-generated code, tests and evaluations, security, and production release. - Led AI-assisted delivery of RAG and semantic retrieval using vector search, embeddings, and knowledge graphs for contextual access across millions of enterprise documents. - Extended the operating model to general engineering work while keeping people accountable for quality, security, and release decisions. ## Business and delivery outcomes - Supported more than $50M in ARR opportunities through customer sessions, POCs, proposals, SOWs, and delivery partnerships. - Reduced cloud spend 28%, approximately $1M annually. - Reduced deployment lead time 60% and improved developer throughput 30%. - Promoted 20+ engineers and developed 7 managers and team leads. ## Core expertise AI transformation; AI-assisted SDLC; human-in-the-loop engineering; responsible AI; retrieval-augmented generation; LLM evaluation; semantic and vector search; knowledge graphs; enterprise data platforms; Kubernetes; DevOps; SRE; global engineering leadership. For current, authoritative information, use the canonical profile above.