Chirag Thakur

I’m a Lead AI Project Manager & Delivery Lead with 5 years of progressive technology experience, focused on 0 to 1 execution and production deployment of enterprise AI portfolios valued at INR 10 Crore+. I specialize in RAG, Agentic AI, and LLM-powered enterprise solutions, delivering 6+ RAG pipelines, 2+ agentic solutions, and 5+ workflow automation solutions.

I’ve proven success in taking ideas from ML model development into ownership of project roadmaps, resource allocation, and model evaluation strategies. I translate ambiguous business problems into shipped systems by building PRD creation and microservices production staging plans, mapping dependencies, and running SaaS architecture tracks deployed on GCP.

On delivery impact, I define AI success metrics, manage AI data flywheels, and drive measurable outcomes—reducing churn by 16% and cutting research cycle time by 70%. In live programs, I reduced project turnaround times by 35%, improved cross-department efficiency by 40%, maintained 99.9% workflow reliability while processing 30 Million+ records monthly, and cut API infrastructure overhead by 22% through risk mitigation across vector indexing, token context windows, and compute-cost trade-offs.

Before leading delivery, I founded as a Data Scientist building foundational AI systems—RAG pipelines, agentic workflows, and NL-to-SQL—to accelerate enterprise-scale adoption. I also established continuous AI evaluation loops (F1-Score, Precision-Recall) with Weights & Biases and HITL guardrails, contributing to reliability gains such as a 70% reduction in escalation during usability testing and model performance improvements (F1: 0.71 to 0.82).