Strong experience in designing, developing, integrating, deploying, and maintaining sophisticated AI-driven systems at scale.
Experience in end-to-end ML solutions lifecycle (explore, design, model, train, optimize, deploy, monitor, and measure).
Experience with GenAI, LLM fine-tuning and integration, RAG enablement, Prompt engineering and Knowledge Graphs
Experience with Agentic AI guidance, adding guardrails, human in the loop, multi-agent workflows, reflection, citing sources, response verification, and other methodologies to increase the accuracy of agentic responses and prevent hallucinations