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I am SPARK CHEN, an enterprise AI architect and delivery leader with 20+ years designing and delivering intelligent, large-scale systems across the Microsoft Dynamics 365 and Azure ecosystem. I have led architecture and delivery teams in Manufacturing, Healthcare, and Professional Services, and I founded an agentic AI platform that autonomously develops enterprise ERP code through closed-loop, self-correcting workflows. My hands-on depth in D365 F&O and X++ complements strategic platform architecture, governance, and production-grade reliability. I specialize in AI orchestration, multi-agent systems, and intelligent automation on enterprise data and ERP platforms. I build cloud-native, scalable solutions with robust AI governance and safety guardrails, guiding organizations from vision to production while fostering collaboration between stakeholders and engineering teams.…I am SPARK CHEN, an enterprise AI architect and delivery leader with 20+ years designing and delivering intelligent, large-scale systems across the Microsoft Dynamics 365 and Azure ecosystem. I have led architecture and delivery teams in Manufacturing, Healthcare, and Professional Services, and I founded an agentic AI platform that autonomously develops enterprise ERP code through closed-loop, self-correcting workflows. My hands-on depth in D365 F&O and X++ complements strategic platform architecture, governance, and production-grade reliability. I specialize in AI orchestration, multi-agent systems, and intelligent automation on enterprise data and ERP platforms. I build cloud-native, scalable solutions with robust AI governance and safety guardrails, guiding organizations from vision to production while fostering collaboration between stakeholders and engineering teams.

SPARK CHEN

Architect, AI Engineer, Data Scientist, +2

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I am SPARK CHEN, an enterprise AI architect and delivery leader with 20+ years designing and delivering intelligent, large-scale systems across the Microsoft Dynamics 365 and Azure ecosystem. I have led architecture and delivery teams in Manufacturing, Healthcare, and Professional Services, and I founded an agentic AI platform that autonomously develops enterprise ERP code through closed-loop, self-correcting workflows. My hands-on depth in D365 F&O and X++ complements strategic platform architecture, governance, and production-grade reliability. I specialize in AI orchestration, multi-agent systems, and intelligent automation on enterprise data and ERP platforms. I build cloud-native, scalable solutions with robust AI governance and safety guardrails, guiding organizations from vision to production while fostering collaboration between stakeholders and engineering teams.…I am SPARK CHEN, an enterprise AI architect and delivery leader with 20+ years designing and delivering intelligent, large-scale systems across the Microsoft Dynamics 365 and Azure ecosystem. I have led architecture and delivery teams in Manufacturing, Healthcare, and Professional Services, and I founded an agentic AI platform that autonomously develops enterprise ERP code through closed-loop, self-correcting workflows. My hands-on depth in D365 F&O and X++ complements strategic platform architecture, governance, and production-grade reliability. I specialize in AI orchestration, multi-agent systems, and intelligent automation on enterprise data and ERP platforms. I build cloud-native, scalable solutions with robust AI governance and safety guardrails, guiding organizations from vision to production while fostering collaboration between stakeholders and engineering teams.

Available to hire

I am SPARK CHEN, an enterprise AI architect and delivery leader with 20+ years designing and delivering intelligent, large-scale systems across the Microsoft Dynamics 365 and Azure ecosystem. I have led architecture and delivery teams in Manufacturing, Healthcare, and Professional Services, and I founded an agentic AI platform that autonomously develops enterprise ERP code through closed-loop, self-correcting workflows. My hands-on depth in D365 F&O and X++ complements strategic platform architecture, governance, and production-grade reliability.

I specialize in AI orchestration, multi-agent systems, and intelligent automation on enterprise data and ERP platforms. I build cloud-native, scalable solutions with robust AI governance and safety guardrails, guiding organizations from vision to production while fostering collaboration between stakeholders and engineering teams.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Senior Manager, AI Engineering & Automation (Enterprise AI Architecture) at Armanino LLP

September 1, 2025 - Present

Lead enterprise AI and intelligent automation initiatives across Dynamics 365, Power Platform, and Azure AI ecosystems. Architect AI-powered business systems, autonomous workflows, and enterprise integration frameworks for ERP and operational platforms. Define technical strategy, architecture standards, ALM/CI-CD processes, and scalable cloud integration patterns; mentor engineering teams on enterprise architecture, AI integration practices, and delivery at scale.

Senior Manager, Power Platform Development (Technical Architecture & D365 Integration) at Armanino LLP

January 1, 2024 - September 1, 2025

Led enterprise application modernization initiatives across Power Platform, Dynamics 365, and Azure Integration Services. Architected scalable business applications, workflow automation platforms, and cloud integration solutions for enterprise operations. Designed Model-driven Apps, Canvas Apps, Power Automate flows, and Dataverse solutions; integrated Dynamics 365 with external systems via OData, Dual-write, APIs, and event-driven patterns. Implemented AI-powered document processing and operational analytics using AI Builder, Microsoft Fabric, and Power BI.

Founder & Principal AI Architect at XPLUSPLUS.AI

January 1, 2024 - Present

Architected a two-stage autonomous platform for D365 F&O enabling metadata-driven, correct-by-construction customizations and auto-correcting AI coding workflows. Implemented a five-agent lifecycle (AutoFix, AutoEval, AutoReview, AutoTest, AutoBuild) with liveness monitoring and human-in-the-loop routing to deliver compiled, tested, deployable customizations from plain-English requirements. Built a multi-provider AI orchestration layer across Google Vertex AI, Azure OpenAI, and Anthropic with automatic failover and a merge agent to reconcile parallel outputs. Shipped AutoXPP as a Claude Code marketplace plugin; production stack includes FastAPI backend on Azure Container Apps, Vue admin portals, Azure DevOps CI/CD with self-hosted D365 VMs, OAuth SSO, Stripe billing, and Azure Service Bus for async job orchestration.

Power App Development Manager, Technology Consulting (Technical Architecture & D365 Integration) at Unlimited Technology

April 1, 2022 - December 31, 2023

Designed and delivered enterprise business applications and automation platforms across Power Platform and Azure cloud ecosystems. Built scalable integration solutions using Power Apps, Power Automate, Logic Apps, REST APIs, and Azure Integration Services. Led cloud modernization initiatives migrating operational workflows from on-premise to Microsoft cloud architectures and architected enterprise integrations connecting Dynamics 365 with external systems and third-party services.

Technical Development Manager, Technology Consulting at Unlimited Technology

January 1, 2013 - March 31, 2022

Architected and delivered large-scale Dynamics AX / D365 F&O enterprise solutions across Manufacturing, Retail, and Professional Services. Led ERP customization architecture, X++ development, enterprise integrations, and operational modernization initiatives. Designed data migration strategies using DIXF/DMF and built integration frameworks connecting D365 with external systems via REST APIs, Service Bus, and cloud integration services. Directed full solution lifecycle delivery including architecture, integrations, testing, deployment, and production support.

Software Engineer, Technology Consulting at Unlimited Technology

October 1, 2010 - January 1, 2013

Developed Dynamics AX enterprise solutions supporting manufacturing, logistics, and operational business processes. Delivered ERP customizations, process automation, reporting solutions, and enterprise integrations; partnered with business stakeholders to translate requirements into scalable technical solutions.

Software Technical Manager at WINTEC INDUSTRIES

February 1, 2007 - September 1, 2010

Led Dynamics AX ERP development across production, inventory, and quality management for manufacturing operations.

Software Engineer at WINTEC INDUSTRIES

March 1, 2005 - January 1, 2007

Developed enterprise software using Dynamics AX and VB.NET; ERP customizations, process automation, reporting solutions, and enterprise integrations.