Agentic AI Solutions Architect
Transforming lab-tested agentic AI into real operations.
My work blends product thinking, architecture, and hands-on delivery so you see value early without a mountain of technical debt later. I have spent a decade in automation learning how to preempt problems with scale and governance to ensure lasting success.
Building agentic AI solutions ready for the future and operable today.
About
Quick bio
Automation & agentic AI architect who blends systems thinking, servant leadership, and hands-on delivery. I design automations and AI agents that solve today’s problems while keeping tomorrow’s architecture, governance, and risk in view.
Now focusing on:
- Evolving legacy automations into more flexible, agent-driven workflows.
- Establishing shared patterns for agent orchestration, observability, and guard-rails.
- Prototyping with self-hosted LLMs in my lab to build smart automations.
- Safely piloting agentic AI from proof-of-concept to production.
Featured Project
Self-Hosted AgentSpace/ChatGPT
Fully Local, Private ChatGPT/AgentSpace/CoPilot Platform with Tools, Agents and Observability
Featured Essay
Coming Soon: Deep Dives
Placeholder entry while long-form writing is being edited.
Live Signals
Latest drops
5x Faster LLM Training with Unsloth Kernels + Packing
Unsloth now supports up to 5× faster (typically 3x) training with our new custom RoPE and MLP Triton kernels, plus our new smart auto packing
The Real Pitfalls of AI Agents and Why They Need Guardrails
AI agents promise speed—but without guardrails, they move faster than your safety net.
OpenAI Introduces Production-Grade Agent Runtimes
A practical journey through the challenges, decisions, and messy reality behind training state-of-the-art language models
A Developer’s Guide to Building Scalable AI: Workflows vs Agents
Understanding the architectural trade-offs between autonomous agents and orchestrated workflows — because someone needs to make this decision, and it might as well be you.
Projects
A tour of the systems I’ve built or deployed in my lab, outdoor projects, radio experiments, and select enterprise work.
Field Notes
Reflections on AI, leadership, technology, philosophy, and automation.
Signals
My running list of “worth your time” links across AI, security, networking, and complex systems—curated for people who don’t live on Twitter all day.
Work History
My service record across automation, AI, and architecture: titles, scope, and the business outcomes I’ve been trusted to own.