Design, develop, and deploy scalable LLM applications and pipelines using RAG, agentic workflows, and parameter-efficient fine-tuning. Own architecture, software development lifecycle, cloud infrastructure, governance, responsible AI guardrails, DevOps automation, testing, and deployment. Collaborate with cross-functional teams, translate business needs into technical requirements, conduct code reviews, and ensure reliable production systems using AWS, Azure, and Databricks.

Design, develop, and deploy scalable LLM applications and pipelines using RAG, agentic workflows, PEFT, guardrails, and cloud platforms. Own architecture, software development lifecycle, code quality, DevOps automation, governance, monitoring, and production reliability. Collaborate with cross-functional and client teams, translate business requirements into technical solutions, conduct code reviews, and provide guidance on software design and best practices.