Deep Learning Engineer

Programmers.io is looking for Senior Deep Learning EngineerJob Description:We are looking for a seasoned Machine Learning Engineer with over 5+ years of experience, specializing in Computer Vision, Graph Search, and Natural Language Processing (NLP). The ideal candidate will be responsible for developing and deploying cutting-edge machine learning models, with a focus on P&ID diagram processing, object detection, and OCR. Additionally, you will work on innovative technologies such as Generative AI, leveraging Azure OpenAI services, and developing prompt engineering and Retrieval-Augmented Generation (RAG) techniques.Key Responsibilities:Computer Vision & P&ID Diagram Processing:Develop and implement machine learning models for processing and analyzing Piping and Instrumentation Diagrams (P&ID).Extract and analyze relationships between symbols and tags within P&ID diagrams.Design and optimize algorithms for object and line detection in engineering diagrams.Implement solutions to identify flow directions within P&ID diagrams.Graph Search & Relationships Extraction:Develop graph-based search algorithms to efficiently extract and analyze relationships between components in complex diagrams.Collaborate with engineering teams to improve the accuracy and performance of relationship extraction between symbols and tags.OCR & Text Processing:Implement Optical Character Recognition (OCR) solutions to extract textual data from engineering diagrams and documents.Enhance the accuracy of OCR systems for specialized use cases in engineering contexts.Generative AI & Azure OpenAI:Design and implement Generative AI models using Azure OpenAI to solve domain-specific problems.Develop and refine prompt engineering techniques for various AI-driven applications.Apply RAG techniques to improve the performance and relevance of AI models in real-world scenarios.NLP & Recommendation Systems:Design and develop Natural Language Processing (NLP) models to extract and process information from unstructured data sources.Build and optimize recommendation systems tailored to specific use cases within engineering and industrial domains.Interested Candidate share resume at kanika.agrawal@programmers.io PRB