AI/ML Expert
Tasks
- Analyze driver state and behavior
- Collect annotate and augment automotive datasets
- Contribute to patents and publications
- Deploy real time perception models for embedded systems
- Design train and optimize deep learning models
- Detect distraction drowsiness and sleep onset
- Develop representation learning methods
- Estimate head pose and gaze
- Implement and optimize computer vision algorithms
- Manage large scale automotive data pipelines
- Recognize driver intent and activities
- Research driver modeling algorithms
- Understand 3D interior scene and interactions
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | Computer Vision | Convolutional Neural Networks | Data Augmentation | Deep learning | Embedded Systems | Feature descriptors | Geometric vision | Image Processing | Machine Learning | Model Compression | Multi-Modal | Multi-modal Sensor Fusion | Neural Networks | Optical Flow | PyTorch | Python | Quantization | Real Time | Real-time Systems | Recurrent Neural Networks | Sensor fusion | TensorFlow | Time Systems | Transformers
Education
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