... design, build, and ship production-grade AI systems - not just models, but full-stack products that scale, perform, and deliver real-world impact. My work spans the entire AI lifecycle , from training foundation models and building multimodal pipelines, to orchestrating distributed systems, deploying retrieval-augmented agents, and designing seamless user experiences. I focus on turning AI innovation into reliable, scalable, and usable products . Core strengths: Python & FastAPI for robust AI pipelines, APIs, and microservices PyTorch & JAX for LLMs ... ... diffusion, and multimodal models in research and production Distributed GPU orchestration