Agentic AI Architect
18 hours ago
Description :
About the Role :
We are seeking a highly skilled and forward-thinking Agentic AI Architect with expertise in Large Language Models (LLMs), agentic frameworks, and scalable AI architectures. The ideal candidate will have strong experience in designing and deploying intelligent, multi-agent AI systems using tools like LangChain, LangGraph, and LlamaIndex, and integrating them with modern cloud and database technologies.
Key Responsibilities :
- Design and develop intelligent, agent-based AI architectures using frameworks such as LangChain and LangGraph.
- Build Retrieval-Augmented Generation (RAG) systems using LlamaIndex and integrate with LLMs.
- Architect and implement multi-agent workflows to support complex, autonomous AI systems.
- Lead the design, development, and deployment of LLM-powered applications.
- Optimize prompt engineering strategies and fine-tuning workflows for LLM performance and accuracy.
- Integrate AI models with vector databases (e.g., Pinecone, Weaviate, Milvus, ChromaDB) and graph databases (e.g., Amazon Neptune).
- Design and implement cloud-native solutions leveraging AWS services such as Bedrock, Lambda, ECS, AppSync, and core networking/security components (IAM, VPC).
- Develop and manage WebSocket APIs to support real-time, responsive AI applications.
Required Skills & Qualifications :
years of experience in software architecture, with a strong focus on AI and ML-based systems.
- Proficiency in Python and related libraries/tools for AI development.
- Hands-on experience building applications with LangChain and designing multi-agent systems using LangGraph.
- Expertise in LLM concepts, including prompt engineering, fine-tuning, evaluation techniques, and orchestration.
- Experience implementing RAG pipelines using LlamaIndex.
- Hands-on knowledge of vector databases (e.g., Pinecone, Weaviate, Milvus, ChromaDB).
- Strong working knowledge of graph databases, particularly Amazon Neptune.
- Cloud experience with AWS, including services like Bedrock, Lambda, ECS, AppSync, and a sound understanding of IAM and VPC configurations.
- Experience implementing and managing WebSocket APIs for real-time application needs.
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