I help non-coders build real AI-powered systems—and homeschool parents build middle-school plans that fit their child.
I build systems around real people instead of forcing people into systems.
AI-directed digital architecture
Middle-school homeschool
Both halves are the same work: diagnose honestly, design for the real user, and build something that works.
Bring the app, automation, or AI system you’re trying to build. **We’ll clarify:** - What it must do and who it serves - How the pieces and data connect - What AI should handle—and what must stay deterministic - The safest next build sequence **You’ll leave with:** - A concise architecture - A practical next-build plan For serious non-coders and AI-directed builders. This is not generic prompt coaching, outsourced development, or a security/compliance review.
Bring the middle-school subject, curriculum, workload, or routine that isn’t working. **We’ll sort out:** - Content vs. format problems - Pace, workload, motivation, and fit - What to keep, change, simplify, or stop **You’ll receive:** - A concise parent-facing summary - A practical next-step plan Educational planning only—not diagnosis, therapy, special-education evaluation, legal advice, or a complete curriculum build.