Radiology Specialist · Chief Innovation Officer · AI Systems Architect
I build AIwhere being wrongisn’t an option:medicine.
Most AI advice has nothing at stake. Mine started with diagnoses. These essays apply that bar to everyday work: which tools deserve your trust, which habits hold up, how to build alone without fooling yourself.
100,000+ reports signedAI shipped in productionwhat I’m building →
// Latest writing
One-Person Startup12 minYour AI Account Knows How You Think
Your AI chat account stores how you think—not just what you said. Learn the 4-Layer Defence Framework to protect against hackers and providers.
One-Person Startup10 minThe 2-Tool Rule
Too many AI tools create fragile workflows and decision fatigue. Use the 2-Tool Rule to restore focus, improve prompt reliability, and build long-term skills that survive AI model changes.
One-Person Startup11 minModel Updates Break Things. Stabilize First.
Discover why AI model updates break production workflows and learn the stabilization framework that prevents these disruptions. Keep your AI systems running smoothly through updates.
One-Person Startup9 minPrompts Don't Travel. Translate Them.
Learn why copying prompts between different AI models fails and discover the 3-step translation framework that makes your prompts work across any AI system.
One-Person Startup6 minHow I Built Nothing and Learned Everything
Discover why perfect business plans often fail and how smart entrepreneurship beats silly planning. Learn from real experiences about taking action over endless preparation.
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