Lead Machine Learning, Computer Vision Software Engineer

Work directly with computer vision perception engineers, and camera ISP engineers.

Define the image quality requirements for customer use cases

Develop image processing algorithms to optimizing the camera image quality for performance improvement of computer vision applications

Develop custom ML models for visual recognition and training it from scratch

Quantization and pruning the ML models

Data evaluation using relevant metrics to increase the model performance

Implement computer vision/image processing algorithms in fast/optimal C++ code

Implement heuristic/math algorithms and probabilistic methods for camera AI

Research existing C++ solutions for CV logic

Develop cross platform C++ code

Cover algorithms and CV code with unitest

Ramp up on new technologies related to CV/ML/algorithms (not R&D)

Integrate machine learning modules into algorithms