## Role overview
Contribute to the technical direction of the Perception Architecture team, designing and developing core machine learning components for scalable perception systems. Prototype key architectural decisions addressing complex driving scenarios and long-range detection challenges. Collaborate on improving model frameworks to enhance system reliability and performance.
## Role overview
Design and develop machine learning systems for autonomous driving perception. Lead architectural decisions to address complex driving scenarios and scale perception systems. Improve model frameworks while collaborating with cross-functional teams to deliver reliable solutions.
## Key focus areas
- Perception system architecture for autonomous vehicles
- Machine learning component development
- Long-range detection and long-tail scenario handling
## Role overview
Contribute to the technical evolution of perception architecture and machine learning systems. Develop scalable solutions for complex driving scenarios and long-range detection challenges. Collaborate on prototyping architectural decisions that enhance system reliability and performance.
## Key focus areas
- Machine learning framework optimization
- Perception system scalability
- Long-tail scenario problem solving
- Model architecture development
