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Agentic AI Engineer

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Discussion
  • Design, develop, and deploy AI agents to automate complex workflows and business processes.

  • Build agentic AI applications using LLMs and Generative AI technologies.

  • Develop multi-agent systems that collaborate to solve complex problems.

  • Integrate AI agents with external APIs, databases, and enterprise applications.

  • Implement tool calling, function calling, memory management, and task planning.

  • Develop Retrieval-Augmented Generation (RAG) pipelines for knowledge-based applications.

  • Work with frameworks such as LangChain, LangGraph, CrewAI, or AutoGen.

  • Design prompt engineering strategies to improve agent performance and response quality.

  • Implement guardrails, validation, monitoring, and error-handling mechanisms.

  • Evaluate AI agent accuracy, reliability, latency, and cost.

  • Optimize agent workflows for scalability, efficiency, and security.

  • Collaborate with cross-functional teams to identify automation opportunities.

  • Document system architecture, workflows, and technical implementation.



Requirements

  • Strong programming knowledge of Python.

  • Understanding of Artificial Intelligence, Machine Learning, and Generative AI.

  • Knowledge of LLMs, prompt engineering, and transformer-based models.

  • Familiarity with AI agent frameworks such as LangChain, LangGraph, CrewAI, or AutoGen.

  • Understanding of tool calling, function calling, and agent orchestration.

  • Knowledge of RAG, embeddings, vector databases, and semantic search.

  • Experience with REST APIs, JSON, and database integration.

  • Familiarity with vector databases such as FAISS, Chroma, Pinecone, or Weaviate.

  • Understanding of Git, debugging, and software development best practices.

  • Strong analytical, problem-solving, and communication skills.



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