I build AI-powered tools for field & operations teams
Turning clipboards, tribal knowledge, and old desktop software into simple tools people actually use. Local to Boise, focused on operations-heavy businesses, with room for ~16 hours/week of client work.
Built fast for real operations teams
A few examples across field services, manufacturing, and local service businesses.
FireGauge
Fire Equipment Testing Platform
Fire departments were recording firehose tests on clipboards, then re-typing them into an old Windows 95 desktop app.
Built a mobile-first app to capture hose tests in the field, generate clean reports, and productized it so other testers/departments can use it.
- ✓Digitizes ~10k hoses per season across 20+ departments
- ✓Eliminated hours of manual transcription for FireMark
- ✓$6k paid build, now offered to other testers and departments
AI Work Instruction Generator
Manufacturing Training Automation
Teams had scattered tribal knowledge and phone videos but no clean SOPs to train from.
Fine-tuned models to align transcription + video timeline into structured, step-by-step instructions that can be shared or exported.
- ✓Turns a narrated video into clear, bulletproof instructions
- ✓Demoed with multiple teams—clear use cases, seeking first production partner
- ✓Built as an honest prototype to reduce training time without over-claiming
Feed Formulation App
Rations & Ingredient Control
Local Gem County feed company juggled rations and ingredients manually, with knowledge stuck in the owner’s head.
Weekend build that captured the owner’s “taste” for good rations and turned it into a simple, repeatable tool for daily use.
- ✓Shipped in a weekend in a domain I had to learn fast
- ✓Daily rationing and ingredient control now live in one tool
- ✓Shows I can absorb domain expertise quickly and ship
Sage Brush Homeworks
Marketing Site + Instant Quote
A duct cleaning business needed a trustworthy, fast way for homeowners to get quotes and book.
Built a clean, conversion-focused site with instant quote flow, tailored to Treasure Valley homeowners.
- ✓Live site with clear CTA and transparent pricing feel
- ✓Demonstrates small-business marketing work alongside internal tools
AI + Python Test Stands
Manufacturing Efficiency
Manual data collection and ad-hoc analysis made it slow to validate parts and processes.
Built two AI-augmented Python test stands and data automation tooling to speed up manufacturing validation work.
- ✓Shows the semiconductor/manufacturing depth behind my client work
- ✓Internal tooling—no public link, but relevant for operations-heavy teams
Your Company Here
What problem can I solve for you?
Still using Excel spreadsheets, paper forms, or manual processes that eat up hours every week?
Let's talk. I'll build you a custom tool—fixed price or a fair success-based structure. Clear scope, quick iterations, and honest communication.
- ✓Accepting 2–3 active clients (~16 hrs/week)
- ✓Free 30-minute discovery call
- ✓Maintenance plans available if you want them
What I Actually Do
I help operations-heavy businesses (field services, manufacturing, local service companies) ship AI-enabled tools that replace slow, manual processes.
Field & Ops Tools
Replace clipboards/Excel with mobile-first tools for testing, inspections, and day-to-day operations.
AI Integration
Add AI to quoting, work instructions, preventive maintenance, inventory, or data analysis.
Test Stands & Data Loggers
Build automated test stands with real-time data logging—pressure, flow, electrical, life-cycle testing.
Sites & Quote Flows
Marketing sites and instant quote flows for service businesses (from ~$500).
My Promise to You
Shop photo coming soon
About Me
I'm a mechatronics engineer who likes building things that get used. Hands-on background (welding, machining, manufacturing engineering), now a Design Engineer at Wascoworking on pressure switches, test stands, and R&D.
I started coding with AI the week ChatGPT launched. Since then I've shipped: FireGauge (field testing app now used by 20+ departments), a video-to-work-instruction prototype, AI/Python test stands, a feed formulation tool built in a weekend, and small-business sites with quote flows.
I talk like a builder, not a consultant. If you're an operations-heavy team with too many clipboards or outdated software, I'm here to help.
The Journey So Far
Let's Talk About Your Project
Got a process that's eating up hours? Let's fix it. Book a free 30-minute call or send me a message.