Job Description
Position Summary
We're building safety first video telematics products (ADAS/DMS/driver behavior analytics) that run efficiently on edge devices inside commercial vehicles. You will write modern C++ software, integrate and optimize CV/ML pipelines, and ship reliable, low latency perception features such as driver monitoring and distance estimation from camera feeds.
Key Responsibilities
We're building safety first video telematics products (ADAS/DMS/driver behavior analytics) that run efficiently on edge devices inside commercial vehicles. You will write modern C++ software, integrate and optimize CV/ML pipelines, and ship reliable, low latency perception features such as driver monitoring and distance estimation from camera feeds.
Key Responsibilities
- Own C++ software modules for on device video capture, preprocessing, inference, and post processing on Linux.
- Implement classical image processing pipelines (denoise, resize, color space, undistortion) and CV algorithms (keypoints, homography, optical flow, tracking).
- Build and optimize distance/spacing estimation from monocular/stereo camera(s) using calibration, geometry, and/or depthestimation networks.
- Integrate ML models (PyTorch/TensorFlow ONNX/TensorRT/NNAPI/NPU runtimes) for DMS/ADAS events: drowsin...
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