AI Scientist

at Synapsica Technologies Pvt Ltd

AI Scientist

Synapsica Technologies Pvt Ltd

Company

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AI Scientist

at Synapsica Technologies Pvt Ltd

Posted by Human Resources

2 - 5 yrs

₹6L - ₹20L / yr

Bengaluru (Bangalore)

Skills

Computer Vision

Image Processing

Deep Learning

Machine Learning (ML)

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, and 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:

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
End to end deployment of deep learning models.

Introduction

Your Roles and Responsibilities

Requirements:

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
End to end deployment of deep learning models.

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About Synapsica Technologies Pvt Ltd

Founded :

2017

Type :

Services

Size

Stage :

Raised funding

About

Synapsica is a HealthTech and Teleradiology firm founded by alums from AIIMS Delhi, IIT - KGP & IIM - A with a vision to increase accessibility of diagnostic services to every corner of world. We are developing Artificial Intelligence for Radiodiagnosis to aid radiologists by reducing errors, improving efficiency and automating any monotonous work. Presently, our radiologist and tech panel has some of the best talent from top institutes in the country. We use NLP, Computer Vision & Deep Learning based software products to assist diagnosis in X-Ray, CT and MRI scans. Our Machine Learning automation allows for workflow management at Diagnostic Centers bringing efficiency to the entire process of stakeholders coordination, disease interpretation & report generation. Through our efforts we hope to bring accountability, standardization, efficiency and hence better patient care to the medical field.

Kubernetes

Amazon Web Services (AWS)

Docker

Python

Firebase

MongoDB

React.js

NodeJS (Node.js)

Machine Learning (ML)

Company video

Synapsica Technologies Pvt Ltd's video section

Candid answers by the company

What is Synapsica Healthcare?

How do you define the company’s culture?

Two things techies don’t like about the company?

What can get you fired?

What is the compensation philosophy?

Why join Synapsica Healthcare?

Photos

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