3+ SVM Jobs in Bangalore (Bengaluru) | SVM Job openings in Bangalore (Bengaluru)

About Us

Binocs.co empowers institutional lenders with next-generation loan management software, streamlining the entire loan lifecycle and facilitating seamless interaction among stakeholders.

Team: Binocs.co is led by a passionate team with extensive experience in financial technology, lending, AI, and software development.

Investors: Our journey is backed by renowned investors who share our vision for transforming the loan management landscape: Beenext, Arkam Ventures, Accel, Saison Capital, Blume Ventures, Premji Invest, and Better Capital.

Responsibilities

We seek a motivated, brilliant, and passionate AI Engineer who is excited about using AI to solve real-world problems and create impactful products. If you're someone who is never satisfied with the status quo, loves to challenge existing norms, and is passionate about AI, especially in the field of prompt engineering with Large Language Models (LLMs) like ChatGPT, we want you on our team.

Responsibilities:

• Spearhead the development and integration of AI technologies within our digital platform, focusing on LLMs like ChatGPT.
• Work closely with the product and development teams to embed AI capabilities that enhance user experiences and business outcomes.
• Innovate and implement prompt engineering techniques to refine and optimize interactions with LLMs.
• Collaborate in High-Level Designs (HLDs) and Low-Level Designs (LLDs), ensuring AI solutions are scalable and robust.
• Mentor and lead discussions on best practices in AI development, staying ahead of the curve in AI trends and technologies.
• Ensure the reliability, security, and performance of AI implementations.
• Dive into new AI domains, showing a willingness to explore and master emerging AI technologies.

Qualifications

• Pursuing BE/BS/BTech/ME/MS/MTech in Computer Science, Engineering, or a related field from top-tier universities.
• Relevant Projects/Internship in AI development, with a specific focus on prompt engineering with LLMs like ChatGPT.
• Demonstrated proficiency in programming languages relevant to AI development and a passion for coding.
• Solid understanding of AI principles, machine learning models, and the ability to apply them in creating impactful solutions.
• Knowledge of deep learning for computer vision and (or) NLP
• Experience with cloud computing platforms (e.g., AWS, Azure, Google Cloud) and understanding of deploying AI solutions at scale.
• Knowledge of DevOps practices for AI, including continuous integration and deployment (CI/CD) for AI models.

Good to have

• Practical experience with microservices architecture and serverless computing.
• Contributions to open-source projects or active engagement in AI development communities.
• Experience in working with LLMs and AI technologies beyond prompt engineering.

Introduction

http://www.synapsica.com/">Synapsica is a https://yourstory.com/2021/06/funding-alert-synapsica-healthcare-ivycap-ventures-endiya-partners/">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: https://www.youtube.com/watch?v=FR6a94Tqqls">https://www.youtube.com/watch?v=FR6a94Tqqls

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