AI Architect – Core Agentic AI
Experience: 10–14 years total; 4+ years in ML/AI, including 2+ years building LLM and agentic systems in production
Function: Core AI Platform / Agentic AI CoE
Reports to: Head of AI / Chief Architect
Location: [Chennai / Bangalore] – Hybrid
Employment: Full-time

Role summary
The AI Architect owns the end-to-end technical architecture of our agentic AI platform: how agents reason, plan, call tools, remember, and stay protected at enterprise scale. You set the reference architecture, patterns and guardrails that every AI product team builds on, and you are the final technical authority on agent design choices.

Key responsibilities
Architecture and design
• Define the reference architecture for single- and multi-agent systems: orchestration, planning, tool use, memory, state, and human-in-the-loop checkpoints.
• Choose and justify agent patterns (ReAct, plan-and-execute, supervisor/worker, graph-based workflows) for each use case.
• Design the tool and integration layer, including Model Context Protocol (MCP) servers,



function-calling contracts and enterprise API access.
• Architect retrieval and memory: RAG pipelines, hybrid search, vector and graph stores, short- and long-term agent memory.
• Set the model strategy: frontier API models vs. open-weight models, routing, fallbacks, fine-tuning vs. prompting, and cost/latency trade-offs.

Platform, scale and reliability
• Design for production: latency budgets, concurrency, caching, token cost controls, and graceful degradation.
• Define the LLMOps/AgentOps stack: tracing, evaluation, prompt and model versioning, observability and rollback.
• Establish evaluation frameworks covering task success, tool-call accuracy, hallucination rate, safety, and regression testing.

Governance, security and Responsible AI
• Build guardrails against prompt injection, data leakage, unsafe tool actions and over-permissioned agents.
• Define identity, authorization and audit for agents acting on behalf of users

📌 AI Architect (Chennai)
🏢 Mindsprint
📍 Chennai