Work
Case studies from real projects, plus a few standalone tools I've built along the way. Each one started with a workflow that was eating someone's time.
Case studies
Real work, in production
HVAC contractor
Rebate program filings: 8 hours a week reclaimed.
A custom hosted web app that turns one paste of a job number into a print-ready double-sided rebate filing. Application, classifier, browser automation, and PDF generation in one button.
Read the case study →Interior design studio
Real-estate research toolkit: three tools, one workflow.
Three lightweight tools that compress a designer's pre-pitch homework — reference photos, listing-price sanity checks, neighborhood comps — from hours to minutes.
Read the case study →What's next
In the pipeline
Chicago HVAC contractor
UpcomingFront-office automation: one view of the day's work.
Technicians ping Slack to grab their next job; Housecall Pro APIs feed a single source of truth for upcoming work; office and field see the same view in real time. Foundation for agent-driven inventory and scheduling decisions later.
More tools
Standalone tools we've built
Free downloads we shipped while exploring well-shaped problems. Useful on their own; they also feed into the case studies above.
Real Estate
Real Estate Photo Scraper
Agents, buyers, and investors waste time saving listing photos one by one — right-clicking, downloading, renaming. When you're comparing multiple properties, it adds up fast.
See how it works →Real Estate
Redfin Estimate Accuracy Checker
Redfin shows an estimate on every listing, but how accurate is that number? Buyers and agents regularly make offer decisions based on a figure they can't verify — and the error can be tens of thousands of dollars.
See how it works →Real Estate
Redfin Off-Market Estimate Checker
Homeowners and investors look at Redfin's off-market estimate to gauge what a property is worth — but there's no easy way to know if that number is reliable for a specific neighborhood.
See how it works →Have a workflow that should be easier?
Tell me what's taking too long or feels repetitive. If AI can make it better, I'll tell you how — no commitment, no pitch.