AI Architect/Engineer

3 days ago


Bangalore, India ADV TECHMINDS Full time

We're seeking a hands-on AI Architect/Engineer to design and implement autonomous AI agents with specialized domain knowledge. You'll build production-grade agentic systems from prototype to scale, working with LLMs, implementing RAG/CAG pipelines, and eventually fine tuning custom models Key ResponsibilitiesDesign and implement autonomous AI agent architectures with domain expertise and reasoning capabilitiesBuild multi-agent systems with role specialization, task decomposition, and orchestrationArchitect RAG/CAG pipelines with vector databases for consistent agent outputsImplement agent memory systems, planning frameworks (ReAct, Plan-and-Execute), and tool-use capabilitiesDesign RESTful APIs for integration with application platforms Build evaluation frameworks and monitoring for agent performance and reliabilityLead transition from cloud LLM APIs to custom fine-tuned models Work with domain experts to encode specialized knowledge into agent systems    Required SkillsAI/ML Expertise Deep understanding of LLMs, transformer architectures, and NLPProven experience building autonomous agents with planning, reasoning, and tool-useHands-on with agent frameworks: LangGraph, LangChain, AutoGen, CrewAIExpert-level prompt engineering: few-shot, chain-of-thought, ReAct patternsProduction RAG systems with vector databases (Pinecone, Weaviate, Qdrant, Chroma,FAISS)Extensive experience with Claude, OpenAI GPT-4 APIs, function calling, structured outputsVector embeddings, semantic search, similarity metrics, retrieval strategiesUnderstanding of fine-tuning, RLHF, LoRA, QLoRA, domain-specific model adaptation


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