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What You'll Do:
- Develop and optimize computer vision algorithms.
- Enhance perception systems to process multi-modal sensor data.
- Utilize data science techniques to analyze model performance.
Contribute to BEV and 3D Perception Architectures:
- Design and implement deep learning models for terrain and surface inference in BEV frameworks.
- Integrate BEV representations into navigation and motion planning pipelines.
Data Management and Processing:
- Develop efficient pipelines for large-scale data processing.
- Implement data augmentation, synthetic data generation, and domain adaptation strategies.
Model Deployment and Optimization:
- Deploy machine learning models on edge compute platforms.
- Optimize inference pipelines for embedded and ruggedized hardware platforms.
Torc
Torc is an autonomous vehicle technology company that aims to transform how we travel, move freight, and do business. They develop software for automated trucks and partner directly with a truck manufacturer.