AI/ML Developer

India🕖 5 months ago

AI/ML Developer(Image Processing) Location: Remote WorkDuration: 6-12 MonthsRates: DOEFlexible Work Schedule Skills and Capabilities:· At least 5+ years’ experience in AI, Machine Learning and Deep Learning specifically in image processing domain· Strong understanding of deep learning algorithms and techniques, with expertise in image processing and computer vision.· Proficient in generative image processing models like diffusion, Dall-E, Midjourney, etc.· Proficiency in programming languages such as Python, with relevant libraries and frameworks.· Experience with one or more deep learning frameworks such as TensorFlow, Karas, PyTorch, etc.· Working experience in object-oriented or functional programming language such as Python, Julia, C++, Scala, or Java; Experience with more than one language preferred.· Deep proficiency with Python and basic libraries for machine learning (E.g. scikit-learn, NumPy, pandas)· Working experience with Image processing models, tools, frameworks (E.g. Yolo, Detectron, Alex Net, VGG etc.)· Understanding of object detection, segmentation, key point detection, etc· Strong working experience in Cloud offerings – especially Azure, AWS etc· Experience working as part of a cross/multi-disciplinary team environment.· Hands on experience with source control, automated testing, and continuous integration / continuous deployment.· Experience working in an agile development environment. Responsibilities:· Understanding business objectives and developing models that help achieve them, along with metrics to track their progress· Perform research, POC and analyse ML algorithms and azure cloud services that could be used to solve a given problem and rank them by their success probability· Research, design, and implement state-of-the-art machine learning algorithms for image processing and computer vision applications.· Develop and optimize deep learning models for tasks such as object detection, image segmentation, and feature extraction.· Design, Development, and Deployment of model in production and operationally ready applications· Image Processing Techniques: Proven track record in image processing. Experience working with deep learning architecture, fine-tuning and Rob flow.· Design and development of complex software, data flow and process components that use machine learning, e.g. deep learning models, recommendation systems etc· Collaborate with software engineers to integrate AI/ML solutions into existing products and systems.· Use your combined knowledge of machine learning theory, maths and algorithms, along with engineering principles and practices to ensure that systems will meet both functional and non-functional objectives· Training models, hyperparameter tuning and production deployment for the Customers.· Enabled automated or semi-automated deployment of machine learning layers by leveraging adjacent technologies.· Perform testing and debugging of solutions and applications.· Monitor and improve solutions over time, incorporating retraining and incorporating new features to improve the model.

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