AI/ML Engineer

Job Summary

As an AI/ML Engineer at RSK Business Solution Pvt Ltd, you will design and develop advanced AI and machine learning models, focusing on computer vision and real-time deployments. You will work on cutting-edge projects involving generative AI, document search models, and Retrieval-Augmented Generation (RAG) techniques using Llama Index. Your role will involve optimizing real-time computer vision performance, managing the machine-learning lifecycle, and contributing to Dev/ML-Ops and CI/CD processes.

Requirements and Skills

• Computer Vision: Apply strong principles and mathematical knowledge to tackle computer vision challenges, optimizing real-time performance for edge compute deployments.
• Strong proficiency in Python and machine learning libraries (e.g., Scikit-learn, TensorFlow, PyTorch, Keras).
• Machine Learning Lifecycle: Manage the full machine learning lifecycle, from data preparation to model training, evaluation, and deployment.
• Real-Time Edge Computing: Develop and optimize computer vision solutions for real-time edge deployments, ensuring efficient performance.
• Dev/ML-Ops and CI/CD: Implement and manage DevOps practices related to ML, including continuous integration and continuous deployment (CI/CD) pipelines.
• Generative AI and RAG: Work with generative AI techniques and RAG methods to enhance model performance and information retrieval.
• Document Search Models: Develop and integrate document search models to meet client requirements and improve search capabilities.
• Tool Proficiency: Utilize tools such as NumPy, TensorFlow, PyTorch, Yolo, and Roboflow or similar deployment platforms to build and deploy models.
• Code Management: Ideally, contribute to version control and collaboration using GitHub.

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