Senior/Staff Research Engineer, Perception
Tasks
- Build sensor fusion models
- Build testing and validation frameworks
- Collect and augment large scale datasets
- Design and implement perception algorithms
- Develop 3d object detection models
- Develop data augmentation techniques
- Implement segmentation and tracking
- Run field tests and simulations
- Train real time perception deep neural networks
- Validate perception systems across scenarios
Perks/Benefits
- N/A
Skills/Tech-stack
3D Object Detection | Algorithms | C++ | CUDA | Camera | Complexity analysis | Data Augmentation | Data Structures | Deep Neural Networks | Deep learning | Edge Deployment | Environmental modeling | Knowledge Distillation | Lidar | Machine Learning | Model Pruning | Model Quantization | Neural Networks | Object Detection | PyTorch | Python | Radar | Real Time | Real-time Systems | Segmentation | Sensor Calibration | Sensor fusion | Synthetic data | TensorFlow | Time Systems | Tracking | Vehicle dynamics
Education
Roles
Regions
Countries
States
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