ARCHITECTINGTHE FUTURE.
Principal Architect directing AI initiatives across enterprise clients. I define the technical vision, build the systems to back it up, and lead the teams that deliver. Currently standing up an AI Center of Excellence.
Leadership
Bridging executive vision and engineering execution. Building an AI CoE, shaping go-to-market strategy, and delivering what we promised.
AI Systems
Multi-agent orchestration, knowledge-augmented generation, enterprise AI platforms. I build the systems, not just the strategy decks.
Cloud Architecture
Azure infrastructure, microservices, serverless. I've moved legacy apps to the cloud and kept them running in production.
Selected
Artifacts.
What I'm thinking about, building, and figuring out right now.

Learning How Context Windows Work Will Change How You Use AI Tools
Three patterns I see most people fall into when using AI tools, and they all trace back to one missing concept: how LLMs actually handle context, memory, and tokens. Get this right and you'll use every AI tool differently.
Read Article
"I Don't Know Why the Agent Did It" Isn't a Forensic Trail
Read ArticleLive
Sessions.
Webinars where I break down AI systems, cloud architecture, and what actually works in enterprise.

Azure AI — ML, Knowledge Mining & AI Apps
Machine Learning — how to quickly build and train custom models. Knowledge Mining using Azure Search. AI Apps and Agents.

App Modernization on Azure
Architectural choices for modernizing web and Windows applications. Microservices, AKS, and cloud-native patterns.

Teams App Development

App Modernization Using Power Platform

Azure AD Authentication Patterns

Microsoft Bot Framework with LUIS
Let's Build the Future.
Whether it's AI, cloud architecture, or just nerding out about tech — I'd love to hear from you.
“Precision is not an act, it is a habit.”
— Aristotle
