I Joined as first ML hire at NuTonomy, an MIT robotaxi acquired by Aptiv in 2017. Aptiv later
formed Motional, a joint venture with Hyundai Motor Group.
* Scaled the AI org from 40 to 110 engineers. Mentored 10+ TLMs and Directors.
* Maintained 99% retention while receiving outstanding 360 degree pref. reviews. Pro-
moted to Sr. in 2021.
* Led development of Perception and Prediction systems, overseeing ML modeling and de-
ployment on-car.
* Owned ML platform org managing Petabytes of data and GPU training infra.
* Owned Data org responsible for finding, annotating and improving ML training data.
* Owned Metrics org responsible for defining, tracking, and measuring robotaxi performance.