Deep Learning Engineer

2 days ago

india Programmers.io Full time

Programmers.io is looking for Senior Deep Learning Engineer


Job 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

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