Senior Perception Engineer - Autonomous Vehicles
Tasks
- Analyze benchmark results and iterate using KPI optimization
- Collaborate with data collection and labeling teams for data prioritization
- Develop multi sensor fusion deep learning obstacle perception models
- Engineer loss functions and debug machine learning models
- Improve robustness accuracy and efficiency
- Perform data verification and model architecture design
- Productize 3D obstacle perception solutions for safety latency and software robustness
Perks/Benefits
Skills/Tech-stack
3D Computer Vision | Architecture Design | C++ | CUDA | Camera Calibration | Computer Vision | DNN | Data verification | Deep learning | Embedded Systems | Extrinsic Parameters | Intrinsic Parameters | Loss Function | Loss function engineering | Machine Learning | Model Architecture | Model Architecture Design | Multi Sensor | Multi-sensor Fusion | PyTorch | Python | Sensor fusion
Education
Regions
Countries
States
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