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3 hours ago
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Full time
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mongodb langchain langgraph pinecone llama

📋 Description

  • Architect and lead multi-agent LLM systems with LangGraph/LangChain/Promptfoo.
  • Build RAG pipelines with hybrid vector search (dense+keyword) using LanceDB/Pinecone.
  • Define workflows for summarization, routing, retrieval, and response with low latency.
  • Develop RAG evaluation frameworks: precision/recall, latency, and hallucination checks.
  • Integrate GPT-4o, PaLM 2, LLaMA, Mistral for task-specific Q&A.
  • Plan agent orchestration and robust fallback in production.

🎯 Requirements

  • 5+ years as an AI/ML Engineer
  • LLMs & GenAI: GPT-4o, PaLM 2, LangGraph, LangChain, Promptfoo
  • RAG Frameworks: LanceDB, Pinecone, ElasticSearch, FAISS
  • Agentic AI: LangGraph multi-agent orchestration and routing
  • Fine-Tuning: BERT/domain transformers tuning, evaluation
  • Infra & MLOps: FastAPI, Docker, Kubernetes (EKS/AKS), Redis Streams
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