Principal AI Researcher

Synapsica Technologies Pvt Ltd is hiring Principal AI Researcher job in Bengaluru (Bangalore) | Cutshort

Principal AI Researcher
Principal AI Researcher

4
\- 8 yrs
₹20L - ₹45L / yr
Bengaluru (Bangalore)
Skills
SVM
OpenCV
Machine Learning (ML)
Deep Learning
Artificial Intelligence (AI)
Python
PyTorch
Keras
Graphics Processing Unit (GPU)
DSP
CNN
Introduction
">Synapsica is a ">series-A funded 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 a 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 IvyCap, Endia Partners, YCombinator and other investors from India, US, and Japan. We are proud to have GE and The Spinal Kinetics as our partners. Here’s a small sample of what we’re building: ">
Your Roles and Responsibilities
Synapsica is looking for a Principal AI Researcher to lead and drive AI based research and development efforts. Ideal candidate should have extensive experience in Computer Vision and AI Research, either through studies or industrial R&D projects and should be excited to work on advanced exploratory research and development projects in computer vision and machine learning to create the next generation of advanced radiology solutions.
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, frequent review of results, generating new ideas, building new models from scratch, publishing papers, automating and optimizing key processes. The role will span from real-world data handling to the most advanced methods such as transfer learning, generative models, reinforcement learning, etc., with a focus on understanding quickly and experimenting even faster. Suitable candidate will collaborate closely both with the medical research team, software developers and AI research scientists. The candidate must be creative, ask questions, and be comfortable challenging the status quo. The position is based in our Bangalore office.
Primary Responsibilities
– Interface between product managers and engineers to design, build, and deliver AI models and capabilities for our spine products.
– Formulate and design AI capabilities of our stack with special focus on computer vision.
– Strategize end-to-end model training flow including data annotation, model experiments, model optimizations, model deployment and relevant automations
– Lead teams, engineers, and scientists to envision and build new research capabilities and ensure delivery of our product roadmap.
– Organize regular reviews and discussions.
– Keep the team up-to-date with latest industrial and research updates.
– Publish research and clinical validation papers
Requirements
– 6+ years of relevant experience in solving complex real-world problems at scale using computer vision-based deep learning.
– Prior experience in leading and managing a team.
– 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)
– Background in publishing research papers and/or patents
– Computer Vision and AI Research background in medical domain will be a plus
– 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 the deadline
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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.
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Tech stack
Kubernetes
Amazon Web Services (AWS)
Docker
Python
Firebase
MongoDB
React.js
NodeJS (Node.js)
Machine Learning (ML)
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