AI Development Expert

2 days ago


Cochin, Kerala, India beBeeArtificial Full time ₹ 15,00,000 - ₹ 25,00,000

We're seeking an experienced AI developer to join our team.

A significant part of this role involves designing and developing AI agents within our platform, focusing on integrating external Large Language Model (LLM) APIs via sophisticated prompt engineering and Retrieval-Augmented Generation (RAG) techniques. This includes architecting the logic for these agents, enabling them to perform complex tasks within our e-commerce and retail data orchestration pipelines.

Key Responsibilities:
  • Design, develop, test, and maintain AI agent logic in FastAPI services.
  • Integrate with external LLM provider APIs and design effective prompts for diverse retail-specific tasks.
  • Implement and optimize RAG patterns using vector databases to provide relevant context to LLM API calls.
  • Build and maintain scalable FastAPI microservices hosting AI agent logic and handling interactions with LLMs and other platform components.
  • Prepare and preprocess data required for effective prompt context, RAG retrieval, and fine-tuning tasks.
  • Collaborate with cross-functional teams to deliver AI features and stay updated on LLM advancements.
Requirements:
  • 4–6 years of hands-on experience in software development with a strong focus on AI/ML application development.
  • Demonstrable experience integrating and utilizing external LLM APIs.
  • Proven experience with Prompt Engineering techniques.
  • Strong Python programming skills.
  • Practical experience building and deploying RESTful APIs using FastAPI.
  • Experience designing and implementing application logic for AI-driven features or agents.
  • Understanding and practical experience with RAG concepts and vector databases.
  • Solid understanding of core Machine Learning concepts and familiarity with frameworks like PyTorch, TensorFlow, or Hugging Face.
  • Familiarity with cloud platforms and containerization for application deployment.
  • Solid problem-solving skills and clear communication abilities.
  • Experience working effectively in an agile environment.
  • Bachelor's or Master's degree in Computer Science, AI, or a related field.
Preferred Qualifications:
  • Experience with frameworks like LangChain or LlamaIndex.
  • Experience with observability and debugging tools for LLM applications.
  • Experience with graph databases and query languages.
  • Experience with MLOps practices applicable to both current application monitoring and future model lifecycle management.

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