I've been building conversational AI since 2016: rule-based and SVM chatbots, then LUIS and RASA assistants, then RAG systems, and today multi-agent workflows on AWS Bedrock, Azure AI Foundry and Google Vertex AI. Over 11 years at Cognizant, Cisco, Capgemini, Honeywell, and now as a Technical Manager leading agentic and contact-center AI, I've seen what separates engineers who successfully move into GenAI from those who keep collecting certificates. I'm also a named inventor on three patents in AI for building automation. I started my career as a Python developer, so I know this transition firsthand. I can help you with: • A realistic roadmap into GenAI / AI Engineer roles • LLM and agentic AI system design interview prep • Resume, LinkedIn and portfolio project reviews Practical, honest and specific. You'll leave every session with clear next steps.