Responsibilities
- Design and develop perception software systems for autonomous driving ground truth platforms.
- Lead the development of perception software within ADAS ground truth systems.
- Train, deploy, and develop auto-labeling algorithms for multimodal sensor fusion, including detection and segmentation.
- Create and optimize multi-sensor fusion models for detection and segmentation in ADAS ground truth environments.
- Develop and refine tracking algorithms used in autonomous driving truth systems.
- Implement and maintain multi-sensor fusion tracking solutions within ADAS ground truth frameworks.
- Build and manage cloud-based data pipelines for processing sensor data from autonomous driving systems.
- Design and develop cloud processing workflows for ADAS ground truth data handling.
- Support the definition of onboard sensor hardware configurations and integration into data acquisition setups.
- Assist in integrating sensor hardware and data collection systems for ADAS ground truth applications.
- Collaborate with cross-functional teams to analyze rare or challenging scenarios in autonomous driving behavior.
- Investigate root causes, patterns, and underlying principles behind edge cases, risks, and potential failures in autonomous driving functions.
Responsibilities
- Design and develop perception software systems for autonomous driving ground truth platforms.
- Lead the development of perception software within ADAS ground truth systems.
- Train, deploy, and develop auto-labeling algorithms for multimodal sensor fusion, including detection and segmentation.
- Create and optimize multi-sensor fusion models for detection and segmentation in ADAS ground truth environments.
- Develop and refine tracking algorithms used in autonomous driving truth systems.
- Implement and maintain multi-sensor fusion tracking solutions within ADAS ground truth frameworks.
- Build and manage cloud-based data pipelines for processing sensor data from autonomous driving systems.
- Design and develop cloud processing workflows for ADAS ground truth data handling.
- Support the definition of onboard sensor hardware configurations and integration into data acquisition setups.
- Assist in integrating sensor hardware and data collection systems for ADAS ground truth applications.
- Collaborate with cross-functional teams to analyze rare or challenging scenarios in autonomous driving behavior.
- Investigate root causes, patterns, and underlying principles behind edge cases, risks, and potential failures in autonomous driving functions.
