Waabi

Collaborate with cross functional teams - including Maps, Data, and Simulation - to curate and generate high-quality datasets essential for training and evaluating our online mapping system. Work closely with the Perception and Motion Forecasting teams to design, evaluate, and iterate on robust online mapping algorithms that dynamically adapt to real-world changes ensuring accurate and safe navigation for our autonomous vehicles.

Collaborate with research scientists during algorithm design to ensure code is efficiently designed from inception. Identify and communicate best practices for model development and reformulate performance bottlenecks. Develop a framework suitable for mixed precision training of multi-task, multi-modality models in a heterogeneous distributed training environment. Research, implement, and test alternative formulations for fundamental DNN operations and AV centric representations.