✦
Find the leverage
Start with the real bottleneck—not the trendy tool. I map the work, surface the high-value opportunities, and build a practical path forward.
AI-first technology studio
Build smarter.
Move faster.
I turn ambitious ideas into useful systems—combining AI, thoughtful automation, and decades of practical technology experience.
The approach
AI isn’t an add-on. It’s the starting point.
Every build begins by asking what can be made simpler, faster, and more capable when intelligence is designed into the foundation.
Make it useful
Prototype fast, learn early, and turn the strongest idea into a focused system your team will actually want to use.
Build to evolve
Create a solid foundation that can adapt as your business, your data, and the technology itself keep moving.
What I build
Technology that earns
its place in the workflow.
AI strategy & roadmaps
Clear, grounded plans for where AI fits, what to build first, and how to measure whether it’s working.
Intelligent automation
Connected workflows that remove repetitive work, enrich decisions, and keep people in control.
Custom tools & portals
Purpose-built internal apps that bring your data, process, and institutional knowledge into one useful place.
Modern web systems
Fast, thoughtful digital experiences designed to be maintained, extended, and understood.
Selected projects
Built to solve
the real problem.
Private systems and practical tools, shared here by outcome rather than by URL.
Learn-N-Stats Baseball
A complete youth baseball development and game-operations platform that brings planning, live scoring, player routines, communication, and review into one mobile-first system.
From pregame planning to postgame development—one trusted record of the work.
- Live scorebook
- Training hub
- Team messaging
- Secure coach API
NWTB Central Hub
A secure league operations portal replacing spreadsheet-heavy scheduling with facility allocations, approvals, team budgets, reimbursements, notifications, and durable audit history.
Complex seasonal coordination made visible, accountable, and easier to run.
- Scheduling
- Financial workflows
- Passkeys
- API automation
WorkClipper
A privacy-first Windows application that turns long recordings into review-ready clips using offline computer vision, spoken cues, and baseball-specific event detection.
Hours of raw footage become organized, useful moments without uploading private video.
- Offline analysis
- Smart segmentation
- Event alignment
- Portable Windows app
imstuck2, reimagined
A fifteen-year-old personal technology site rebuilt as a modern AI-first portfolio with database-managed content and a discreet, preserved doorway to its original web history.
Legacy preserved. Positioning clarified. A flexible foundation ready for what comes next.
- Product strategy
- Content system
- Responsive design
- Legacy preservation
The filter
Useful beats impressive.
Good technology should make the work feel lighter. That means fewer handoffs, clearer decisions, and systems that respect the people inside them.
“The best build is the one that quietly changes what’s possible every day.”
Still getting unstuck
The tools changed.
The instinct didn’t.
Fifteen years ago, imstuck2 was a place to help people solve everyday technology problems. Today, that same curiosity is focused on a bigger question: how can AI help people and organizations do their best work?
15+years building
with technology
with technology
AIfirst in strategy,
not just features
not just features
01clear partner from
idea to launch
idea to launch
Low-cost AI-first development
A better website starts with the right questions.
Share what your business needs—from hosting and preferred technology to pages and features. I’ll review the request and provide an estimate within 1–3 business days.
Have a problem worth solving?