Lead design and delivery of ML solutions (Generative AI, RAG, LLM fine-tuning, Graph ML) and high-performance microservices for real-time inference. Requires 5+ years software lifecycle experience, strong Python expertise, experience with Triton/TensorRT, containerization (Docker/Kubernetes), cloud platforms (AWS/Azure/GCP), and prior leadership/mentoring experience.