Production-grade agents on Microsoft 365, Azure, and Power Platform — RAG, autonomous execution with human-approval gates, evaluation, and audit. 10+ years engineering across Microsoft, Hulu, and Amazon. 专注在微软生态 Azure / Power Platform 上落地生产级 AI Agent——RAG、自主执行 + 人工审批门、评估与审计。十年工程经验，覆盖 Microsoft / Hulu / Amazon。
Focused, senior, English- and Mandarin-fluent delivery.资深、聚焦、中英文交付。
Copilot Studio + Azure OpenAI agents that go to production — with eval, guardrails, and human approval.
Copilot StudioAzure OpenAIRAGConnect agents to Teams, SharePoint, Dataverse, and SAP with Entra ID security and audit.
Power AutomateEntra IDAzure FunctionsTurn dashboards into conversation: semantic layer, Text-to-SQL, "why did sales change?".
Text-to-SQLSemantic LayerPower BI3–5 day assessment: architecture, cost, guardrails, and a concrete build path.
System DesignCostRiskReal-time ad-tech, feed ranking, cache layers, Kafka — designed for scale and observability.
KafkaRedisJava / C# / PythonOpen-source, model-agnostic agent harness with quality gates and approval gates.
View the repo → Open SourceEvaluationGitHubProduction systems and products I've built.我做过的生产系统与产品。
25-agent platform: entity discovery, intent, multimodal extraction, browser-agentic crawl.
Microsoft-ecosystem agents with Entra ID, governance, and audit for enterprise use.
Orchestrator over user/location data, article IDs, verticals, and whole-page layout ranking.
Ad decisioning, targeting, ranking, and data platform for streaming.
AI-native desktop product: audio/screen → text → LLM answer, macOS, two-machine.
Deep dives into Pi agent, DeepSeek harness, phone-harness — plus an open agent scaffold.