I’m an AI Architect with 12+ years of experience building scalable data & AI systems across finance, healthcare, and manufacturing domains. I specialize in: GenAI & Agentic AI systems (CrewAI, LangGraph, Bedrock) MLOps & production ML pipelines AWS AI ecosystem (SageMaker, Comprehend, Textract) Real-world AI project design (not just theory) I help engineers and data professionals: Transition into AI/ML roles Build strong, production-ready AI projects Fix resumes for FAANG-level opportunities Prepare for AI/ML system design interviews If you're serious about moving into AI or leveling up your career, I can help you get there faster.