I lead the development of full-stack enterprise AI, integrating RAG architectures and GPU optimization with cost-disciplined MLOps. My approach combines technical rigor in security and telemetry with a customer-centric focus on roadmaps and SLAs, ensuring AI solutions are both reliable and ready for real-world deployment.