Proven experience designing, building, and deploying AI/ML solutions in production environments. Proficiency in rapid prototyping using modern AI development tools (Claude Code, Cursor, Gemini, etc.). Proficiency with LLM frameworks (LangChain, LlamaIndex). Strong programming skills in Python. Familiarity with vector databases, RAG implementations, and prompt engineering. Solid understanding of AI/ML fundamentals. Ability to select appropriate AI approaches for business problems. Excellent communication skills with the ability to present technical concepts to both technical and non-technical audiences. Experience translating business requirements into technical specifications. Experience managing ambiguous, fast-paced projects. Flexibility to coordinate with global teams across time zones.