Architect and build production-grade AI-powered web applications integrating Databricks platforms, LLMs, vector search, real-time data, and cloud infrastructure. Design frontend-to-backend solutions, implement RAG pipelines, model serving, and AI agents, and develop Python services with React or Angular interfaces. Lead cross-functional engineering teams, translate business requirements into scalable architectures, and ensure quality through testing, CI/CD, and cloud-native practices.