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Generative AI Consultant

Generative AI Consultant

AVE PromagneBangalore
14 days ago
Job description

Key Responsibilities :

  • Architect and implement LLM-based agent frameworks to support task automation and intelligent Develop and optimize RAG (Retrieval-Augmented Generation) systems using efficient chunking strategies for context-aware responses.
  • Use LangChain to orchestrate modular GenAI workflows integrated with vector databases (e.g., FAISS, Pinecone, Chroma).
  • Build and maintain knowledge graphs and incorporate Vision APIs for multimodal intelligence.
  • Apply advanced prompt engineering and token management to control costs and improve LLM accuracy.
  • Ensure reliability and robustness through hallucination control methodologies and responsible AI practices.
  • Design and deploy scalable GenAI applications on cloud platforms (Azure, AWS, or GCP).
  • Collaborate with cross-functional teams including data scientists, cloud engineers, and domain experts to integrate GenAI into products.
  • Leverage tools like Docker for containerization and Git for code versioning.
  • Use SQL and Python to process and manipulate data Skills :
  • Agent Frameworks (e.g., LangChain Agents)
  • Retrieval-Augmented Generation (RAG)
  • Chunking Strategies for document processing
  • Deep understanding of LLMs (e.g., OpenAI, Anthropic, Meta, Cohere)
  • Experience with AI services on Azure, AWS, or GCP (at least one)
  • LangChain framework
  • Vector Databases (e.g., FAISS, Pinecone, Weaviate)
  • Token Management strategies
  • Knowledge Graphs (e.g., Neo4j, RDF-based models)
  • Vision APIs (e.g., Google Vision, AWS Rekognition, Azure Computer Vision)
  • Prompt Engineering expertise
  • Proficiency in Skills :
  • AI / ML Algorithms and optimization
  • Deep Learning frameworks (e.g., PyTorch, TensorFlow)
  • Computer Vision models and techniques
  • Hallucination Control Techniques
  • Responsible AI frameworks and compliance Proficiency :
  • Programming : Python (mandatory)
  • Cloud : Azure, AWS, or GCP (at least one is mandatory)
  • Containers : Docker
  • Database : SQL
  • Version Control : Git or :
  • Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, or a related field.
  • Relevant certifications in AI / ML or Cloud Platforms are a plus.
  • Strong analytical thinking, problem-solving, and communication skills.

(ref : hirist.tech)

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Generative Ai Consultant • Bangalore