Lead solution design from business problem to target architecture, integration and deployment
Design single and multi-agent workflows, tool calling, memory, retrieval and human-in-the-loop
Define security, resilience, latency, cost, observability and scalability requirements.
Select models, cloud services, vector search and frameworks; assess build versus buy.
Set standards and guardrails, review designs, and partner with product, cloud and AI governance.
Embed AIDLC in design: stage gates, governance checkpoints and architecture decision records.

🎯 Requirements

Architecture and distributed systems; hands-on software engineering; secure cloud architecture
Agentic AI: LLM, RAG and agentic patterns; tool calling, state and memory; agent evaluation
Security (banking-critical): Least-privilege tool access; prompt-injection defence; approval gates
AIDLC (mandatory): Defines AIDLC stages and gates; evaluation and release criteria; governance

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