12+ years of overall professional experience in the technology industry in developer relations, product management, technical partnerships, business development, or solutions architecture, including 3+ years of hands-on experience in applying accelerated computing to production workloads - inference serving and optimization, AI/ML/agentic software development, recommender systems and ads ranking, data processing, vector search, and/or robotics simulation. Hands-on experience with NVIDIA software libraries, frameworks, and models (e.g., Nemotron, Cosmos, NeMo Framework, CUDA-X, NVIDIA Agent Toolkit, cuVS, cuDF, NIM, Dynamo, Triton, TRT-LLM, Isaac Sim, Isaac Lab, OSMO).