Excellent knowledge on any/all of the given concepts in Computer Vision - namely Image Classification, Object Detection and Semantic Segmentation developed using state of the art deep learning algorithms
Hands on experience in developing efficient and real-time convolution neural network models
Hands on working experience with anyone of the deep learning frameworks -TensorFlow, Caffe, Pytorch
Quick prototyping skills in Python, Coding and debugging skills in C++
Strong working knowledge of Numpy, Pandas and Matplotlib.
ML/DL techniques to handle 3D data, modeling geometries of 3D objects, human pose tracking, computational geometry, and mathematical optimization
And/or strong understanding of machine learning algorithms and deep networks used in these areas
Ability to lead a small group of junior engineers working in similar areas
Knowledge in OpenCV, DLib and basics of Image Processing and Computer Vision
Hands on knowledge in model compression and pruning in deep learning
Familiarity with GPU computing (CUDA, OpenCL) and HPC