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AI Engineer

AI Engineer

Infosys

7 - 8 years

0 Lacs

Pune

Posted:22 hours ago| Platform:

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Skills Required

computer vision medical devices github image processing project management opengl machine learning workflow open source python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Expertise in AI, specifically in deep learning, computer vision, and real-time image processing Experience with machine learning frameworks (TensorFlow, PyTorch) and familiarity with convolutional neural networks (CNNs), and generative models like GANs, and Transformer architecture, which are commonly used in medical image analysis
Algorithms optimization like quantization, pruning, distillation, and factorization Continuously improves code quality and work methodologies by interfacing with peers/cross-functional groups and analyzing activities to improve workflow and work processes
Willing to adopt new architecture, programming language and practices based on company future goal
Continuously looking for better code, design, and open to feedback
Requirements: Experience: 6+ years of strong experience in AI model development
Expertise in AI, specifically in deep learning, computer vision, and real-time image processing
Experience with machine learning frameworks (TensorFlow, PyTorch) and familiarity with convolutional neural networks (CNNs), and generative models like GANs, and Transformer architecture, which are commonly used in medical image analysis
Experience leveraging, fine-tuning, and deploying open-source [github, huggingface] ML models in ML domains including computer vision, audio, language Experience in optimization algorithms like quantization, pruning, distillation, and factorization Working knowledge in 3D image visualization, OpenGL/DirectX/Python
Strong understanding of software engineering principles
Experience with data preprocessing, augmentation, and working with large-scale datasets
Experience in python training ML models on large datasets Experience interpreting training results (training loss, validation loss) and other metrics to ensure high accuracy and prevent overfitting Excellent problem-solving, project management, and leadership skills Independently or as member of a team; Engineer will be responsible for design, development, verification, of AI models
The individual should be a team player who is willing to collaborate and work in cross functional teams across geographies and cultures
Strong technical background in medical devices and applications would be preferred

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AI Engineer