About this role
Key Responsibilities ADAS AIML, Computer vision
development and Radar Algo development
Experience in the areas of Computer Vision & Machine
Learning
1. Deep knowledge & experience of :-
2 .
Image processing, Computer Vision, Machine / Deep Learning-Cameras-Mono camera,
stereo camera OR LIDAR
3. Stereo Camera & Lidar 3D point cloud processing, 2D
and 3D coordinate rotation and translation
4. Mono & Stereo Camera Calibration & Imaging, Static, Online,
Dynamic Camera calibrations
5. 3D reconstruction & depth imaging
6. Simultaneous Localization & Mapping SLAM-opt
7.Machine learning techniques and algorithms
8.Building production-grade Deep learning and Neural Network
models using Computer vision techniques
9.Experience with imaging or optics systems RADAR
10. Strong understanding of concepts and background in
development of topics like Kalman or extended Kalman filters, particle filter,
clustering techniques etc.
11. performance measurement for algorithms like sensor
fusion, object tracking etc.
12. Expertise in Radar and deep learning or machine learning
techniques on embedded platform
Technical Skills :
1. Embedded
C, C++- / Python / Matlab
2.Image Processing and computer vision libraries like OpenCV
and MATLAB image processing and computer vision toolbox
3.Programming with strong experience in Data structures,
algorithms and software development
4. Either of the Deep Learning frameworks, such as TensorFlow, PyTorch ,
Caffe MxNet- Any 1
5. Common Data science tool kits
6. Embedded OS, Linux, Open GL, Open CL
7. Deploying Computer vision and machine learning algorithms
on edge computing hardware
8. Sensor
fusion of Camera , LIDAR, RADAR, GNSS etc and perception system
9. Strong mathematical background
10. Ability to perform complex engineering work with minimal
guidance