Senior AI Scientist

Sr AI Scientist, Bengaluru

Job Description

Introduction

Synapsica is a growth stage HealthTech startup founded by alumni from IIT Kharagpur, AIIMS New Delhi, and IIM Ahmedabad. We believe healthcare needs to be transparent and objective, while being affordable. Every patient has the right to know exactly what is happening in their bodies and they don’t have to rely on cryptic 2 liners given to them as diagnosis. Towards this aim, we are building an artificial intelligence enabled cloud based platform to analyse medical images and create v2.0 of advanced radiology reporting. We are backed by YCombinator and other investors from India, US and Japan. We are proud to have GE, AIIMS, the Spinal Kinetics as our partners.

Your Roles and Responsibilities

The role involves computer vision tasks including development, customization and training of Convolutional 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, deep dive of problem analysis, generating new ideas, automating and optimizing key processes.

Requirements:

4+ years of relevant experience in solving complex real-world problems at scale via computer vision based deep learning.

Strong problem-solving ability

Prior experience with Python, cuDNN, Tensorflow, PyTorch, Keras, Caffe (or similar Deep Learning frameworks).

Extensive understanding of computer vision/image processing applications like object classification, segmentation, object detection etc

Ability to write custom Convolutional Neural Network Architecture in Pytorch (or similar)

Experience of GPU/DSP/other Multi-core architecture programming

Effective communication with other project members and project stakeholders

Detail-oriented, eager to learn, acquire new skills

Prior Project Management and Team Leadership experience

Ability to plan work and meet deadlines