Curriculum Vitae

Staff Machine Learning Engineer with 12+ years of experience designing, training, and deploying ML models—from AV behavior prediction and trajectory forecasting algorithms to multi-modal GenAI architectures—backed by the distributed training frameworks needed to ship them at scale.

Proven track record in autonomous driving prediction (L3-L5) and scalable data infrastructure for production-grade generative models. Currently responsible for the training ecosystem at Latitude AI, powering Ford's vision and behavioral prediction models. Expert in PyTorch, Distributed Training (FSDP), and Agentic AI patterns.