08 Oct
|
Mindsprint
|
Bengaluru
08 Oct
Mindsprint
Bengaluru
Job Summary:
You will lead Mindsprint's GenAI and agentic AI architecture, taking agent-based solutions from opportunity to production. You will design systems that combine LLMs, RAG, knowledge graphs, tool use through MCP and enterprise integrations, with governance, security and reliability built in.
Job Description:
• Work with business leaders to find high-value AI use cases and shape production-grade solution strategies and adoption roadmaps.
• Design agentic AI architectures: single- and multi-agent orchestration, planning, memory, tool calling and human-in-the-loop controls.
• Architect RAG and knowledge systems: document ingestion and parsing, chunking, embeddings, vector and hybrid search, and knowledge graphs.
• Define how agents connect to enterprise systems and data through MCP servers, APIs and event-driven integration.
• Select and evaluate models (OpenAI, Anthropic, open-source via Hugging Face), including fine-tuning where it pays off.
• Establish enterprise AI governance: guardrails, evaluation frameworks, observability, cost controls,
security and responsible-AI policies.
• Build reusable AI frameworks, accelerators and reference architectures that cut delivery effort across engagements.
• Lead technical workshops, demos, PoCs and executive presentations; translate AI concepts for technical and non-technical audiences.
• Partner with the Data Engineering Architect to make sure data platforms are AI-ready.
• Guide and mentor AI engineers, data scientists and solution architects.
Profile Description:
Must-have
• 15+ years in software, data or solution architecture, with 2+ years designing GenAI or agentic systems that reached production.
• Hands-on with LLM application frameworks: LangChain, LangGraph, LlamaIndex, Semantic Kernel or similar.
• Solid RAG design experience with vector databases (Azure AI Search, pgvector, Pinecone, Weaviate or similar).
• Working knowledge of MCP and tool/function-calling patterns.
• Solid Python and API design; clo
📌 Agentic Ai Architect (Bengaluru)
🏢 Mindsprint
📍 Bengaluru