- Professional
- Office in Noida
Position:
Engineer_Gaurav Kumar_AI/ML_NoidaJob Description:
Basic Qualifications needed
· B.E./B.Tech. in Computer Science or Electrical and electronics or any equivalent degree
· 4 - 7 years of work-related experience in Deep learning and Computer vision is necessary.
· Strong programming skills in Python, C++, Java etc.
· Strong fundamentals on Deep learning, machine learning, Computer vision and image processing concepts.
· Strong fundamentals on various DL models like object detection, pose estimation, image segmentation, GAN’s etc.
· Experience in working with Deep learning frameworks like Tensorflow, keras, Caffe and Pytorch.
· Experience in working on GPU acceleration using CUDA, OpenCL
Experience programming for raspberry pi, NVIDIA Jetson, Qualcomm Snapdragon, IMX8, Google Coral, or similar SOC's.
· Experience with designing, building, and optimizing data and model training pipelines.
· Experience in working with Docker, Kubernetes, Deep Stream, Flask, Django, etc.
- Academic publications in computer vision research at top conferences and journals.
· Strong problem-solving skills with excellent written, verbal and presentation skills.
Work responsibilities
- Work in a team of 2 to 3 members in developing and deploying AI model pipelines.
- Create innovative AI models or modify existing AI models to provide optimum throughput and accuracy on edge devices
- Deploy and benchmark the models on edge devices like Nvidia Jetson Nano, Jetson Xavier, Snapdragon 835 etc.
- To work on platforms like Snapdragon Neural processing Engine (SNPE), FastCV, Halide, Deep stream etc. as per requirement.