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 Responsibilities
- Design and implement autonomous AI agent architectures with domain expertise and reasoning capabilities
- Build multi-agent systems with role specialization, task decomposition, and orchestration
- Architect RAG/CAG pipelines with vector databases for consistent agent outputs
- Implement agent memory systems, planning frameworks (ReAct, Plan-and-Execute), and tool-use capabilities
- Design RESTful APIs for integration with application platforms
- Build evaluation frameworks and monitoring for agent performance and reliability

Lead transition from cloud LLM APIs to custom fine-tuned models




Work with domain experts to encode specialized knowledge into agent systems
Required Skills
- AI/ML Expertise
Deep understanding of LLMs, transformer architectures, and NLP
- Proven experience building autonomous agents with planning, reasoning, and tool-use
- Hands-on with agent frameworks: LangGraph, LangChain, AutoGen, CrewAI
- Expert-level prompt engineering: few-shot, chain-of-thought, ReAct patterns
- Production RAG systems with vector databases (Pinecone, Weaviate, Qdrant, Chroma,FAISS)
- Extensive experience with Claude, OpenAI GPT-4 APIs, function calling, structured outputs
- Vector embeddings, semantic search, similarity metrics, retrieval strategies
- Understanding of fine-tuning, RLHF, LoRA, QLoRA, domain-specific model adaptation

📌 AI Architect/Engineer (Bengaluru)
🏢 ADV TECHMINDS
📍 Bengaluru