Machine Learning (ML)
Deep LearningFynd is India’s largest omnichannel platform and multi-platform tech company with expertise in retail tech and products in AI, ML, big data ops, gaming+crypto, image editing and learning space. Founded in 2012 by 3 IIT Bombay alumni: Farooq Adam, Harsh Shah and Sreeraman MG. We are headquartered in Mumbai and have 1000+ brands under management, more than 10k stores and servicing 23k + pin codes.
We want new ambitious research members to join our Machine Learning Research group. We are looking for people with a proven track record in computer vision research. In this role, we create new models, algorithms and approaches to solve challenging machine learning problems. Some of our problems areas include Image Restoration, Image Enhancement, Generative Models and 3D computer vision. You will work on various state-of-art new techniques to improve and optimize neural networks and also use computer vision approaches to solve various problems. You will be required to have in-depth knowledge of image processing and convolutional neural networks. You will tackle our challenging problems also have the freedom to try out your ideas and pursue research topics of your interest.
What you will do:
- Engage in advanced research to push the boundaries of computer vision technology. Leverage core image processing and computer vision fundamentals along with focus on transformer based models, generative adversarial networks (GANs), diffusion models, and other advanced deep learning methods.
- Develop and enhance models for practical applications, including image processing, object detection, image segmentation, and scene understanding, leveraging recent innovations in the field.
- Apply contemporary methodologies to address complex, real-world challenges and create innovative, deployable solutions that enhance our products and services.
- Collaborate with cross-functional teams to integrate new computer vision technologies and solutions into our product suite.
- Remain current with the latest developments in computer vision and deep learning, including emerging techniques and best practices.
- Document and communicate research findings through publications in top-tier conferences and journals, and contribute to the academic community.
Skills needed:
- A BS, MS, PhD, or equivalent experience in Computer Science, Engineering, Applied Mathematics, or a related quantitative field.
- Extensive research experience in computer vision, with a focus on deep learning techniques such as transformers, GANs, diffusion, and other emerging models.
- Proficiency in Python, with experience in deep learning frameworks like TensorFlow and PyTorch
- Deep understanding of mathematical principles relevant to computer vision, including linear algebra, optimization, and statistics.
- Proven ability to bridge the gap between theoretical research and practical application, effectively translating innovative ideas into deployable solutions.
- Strong problem-solving skills and an innovative mindset to address complex challenges and apply contemporary research effectively.
What do we offer?
Growth
Growth knows no bounds, as we foster an environment that encourages creativity, embraces challenges, and cultivates a culture of continuous expansion. We are looking at new product lines, international markets and brilliant people to grow even further. We teach, groom and nurture our people to become leaders. You get to grow with a company that is growing exponentially.
Flex University: We help you upskill by organising in-house courses on important subjects
Learning Wallet: You can also do an external course to upskill and grow, we reimburse it for you.
Culture
Community and Team building activities
Host weekly, quarterly and annual events/parties.
Wellness
Mediclaim policy for you + parents + spouse + kids
Experienced therapist for better mental health, improve productivity & work-life balance
We work from the office 5 days a week to promote collaboration and teamwork. Join us to make an impact in an engaging, in-person environment!
Shubham Vishwakarma
Full Stack Developer - Averlon
About Fynd
About
Fynd, India’s largest omni channel platform and multi-platform tech company, pioneers retail tech and products in AI, ML, big data ops, gaming+crypto, image editing, and the learning space. Founded in 2012 by three IIT Bombay alumni: Farooq Adam, Harsh Shah, and Sreeraman MG, Fynd is headquartered in Mumbai. With over 1000 brands under management, more than 10k stores, and servicing 23k+ pin codes, Fynd collaborates with major retail giants like Reliance, working on projects for Jio, Reliance Retail, and Reliance Digital, among others
Tech stack
Python
NodeJS (Node.js)
Javascript
MongoDB
React.js
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