Own and improve the architecture of AI models trained on large-scale Earth observation and remote sensing data, from exploratory experiments through petabyte-scale training. Define evaluation measures, integrate models into the customer-facing agent, set research and delivery plans, and publish findings.
Own the machine learning platform, including experiment tracking, distributed training, inference serving, evaluation, and the interfaces connecting data, models, and the product agent. Enable multimodal training and scale successful experiments to large runs while improving reliability, reproducibility, cost, and performance.
