The role involves image processing tasks including development, customisation and training of Neural Networks (CNNs); application of ML techniques (SVM, regression, clustering etc.) and traditional Image Processing (OpenCV etc.). The role is research focused and would involve going through and implementing existing research papers and generating new ideas.
Ideal candidates should have a working knowledge of:
1) Python, Tensorflow (or similar Deep Learning frameworks), CNNs (for image classification, object detection)
2) Image Processing techniques using OpenCV or other white-box image feature extraction algos
About Synapsica Technologies
Synapsica has been founded by alums from AIIMS, IIT-K & IIM-A with a vision to increase the accessibility of diagnostic services globally. We are solving the problem of shortage of radiologists by bringing in automation at various stages of the radiology reporting process to reduce reporting time, costs & error rates & deliver efficiencies for better patient care. We are doing this by potentiating the current human effort using artificial intelligence, smart workflow management & other automation.