Design and maintain scalable ML pipelines, build model serving infrastructure, implement MLOps practices, manage data quality, and optimize model performance.

Develop end-to-end machine learning pipelines and advanced models for pasture growth, biomass estimation, and farm operations. Conduct research and literature reviews, design datasets and architectures, deploy and monitor production systems, and collaborate with engineering, product and design to deliver farmer-facing insights and recommendations.