Designing enterprise grade agent-based architectures.
Deep knowledge of RAG, embeddings, vector search, orchestration, and tool-use patterns.
Familiarity with multi-agent coordination and autonomous workflow design.
Expertise in APIs, microservices, and cloud architectures.
Experience implementing AI governance, privacy, and compliance controls.
Experience with multiple AI ecosystems (Microsoft, open-source, cloud AI platforms).
Define reference architectures for autonomous and semi-autonomous AI agents.
Establish guardrails, human-in-the-loop controls, and auditability for enterprise AI actions.