AI STRATEGY
Identify useful opportunities, priorities, constraints, and a realistic path to adoption.
AI SOLUTIONSARCHITECT
Building AIthat builds
I design practical AI systems that create measurable business value.
FROM OPPORTUNITY
TO WORKING SYSTEMS.
I help teams decide where AI can create value, design the right system, and move from concept to practical implementation.
SOLUTIONS ARCHITECTURE
Translate business requirements into clear AI workflows, components, controls, and delivery plans.
AGENTIC SYSTEMS
Design supervised agents that can research, reason, coordinate tasks, and support human decisions.
AGENTIC CODING
Use coding agents to accelerate research, prototyping, testing, debugging, documentation, and iteration.
AUTOMATION AND ADOPTION
Integrate AI into everyday operations while protecting usability, accountability, and human oversight.
SYSTEMS, EXPERIMENTS,
AND PRACTICAL PROOF.
A focused selection of AI applications, agentic workflows, and creative technology projects.
Explore selected workA CLEAR PATH FROM
PROBLEM TO USEFUL SYSTEM.
DISCOVER
Understand the business problem, current workflow, users, risks, and valuable opportunities.
DESIGN
Define the system, responsibilities, data flow, human checkpoints, and measures of success.
BUILD
Create and test a focused prototype using the simplest architecture that can prove value.
IMPROVE
Measure results, learn from real use, strengthen controls, and expand where evidence supports it.
TOOLS SELECTED
FOR THE PROBLEM.
Hermes is my primary agentic environment. I also use Codex, Claude Code, Seedance, MiniMax, ElevenLabs, HeyGen, and local models through llama.cpp, while continually testing emerging AI tools and selecting the best fit for each project.
NOTES FROM
BUILDING WITH AI.
Practical writing about AI strategy, agents, agentic coding, automation, adoption, human oversight, and lessons from real experiments.
Explore writingAI STRATEGYAGENTSADOPTIONHUMAN OVERSIGHTEXPERIMENTS
MULTIDISCIPLINARY ROUTE INTO AI ARCHITECTURE.
My background spans entrepreneurship, business development, creative direction, production, web development, and international team leadership. It helps me see both the system and the people who need to use it.
More about meHAVE AN AI PROBLEM
WORTH SOLVING?
Tell me what your team is trying to improve. I can help clarify the opportunity, design the system, and build a practical path forward.
Discuss an AI projectConsulting, AI Solutions Architect roles, and selected partnerships are welcome.