Senior ML Engineer

Unity

2021.08 - 2023.02
Sports 3D Human Pose Estimation 3D Human Representation

Directed a cross-functional team of 4 engineers in developing an enterprise-grade 3D human pose estimation system deployed across unity's flagship production environment. Designed and implemented a complete machine learning pipeline encompassing data acquisition strategies, multi-stage model optimization, and cloud-based deployment infrastructure.

Product

Applied Research Scientist

Imagia

2018.01 - 2021.07
Medical Imaging self-supervised learning 3D representation learning

Engineered and implemented three deep learning workflows to address lung cancer prediction challenges in a multi-domain environment, leveraging a dataset of 200 high-resolution CT scans from industrial clients. Delivered state-of-the-art predictive models under aggressive timelines.