Work
Real problems. Real outcomes.
Client Work
Paid engagements — production systems built and maintained for operator-led businesses.
A Specialty-Finance Lender
Fintech / Specialty LendingProblem
Manual risk review. No ML. Reports took 30 minutes to run.
Outcome
840 API calls reduced to 6. Reports now run in 26 seconds.
A Residential Solar & Home-Services Operator
Home ServicesProblem
Operations data scattered across 3 disconnected systems.
Outcome
Unified data warehouse feeding a live executive dashboard.
An Autism-Services Provider
Healthcare / NonprofitProblem
Staff running the same manual workflows 15 minutes at a time, plus a monthly process that consumed a full hour to harden.
Outcome
Both daily processes cut to <5 min. Monthly hardening down from 1 hr to 20 min.
Live Demos & Experiments
Personal R&D — public apps I built to pressure-test tools and ideas. Not client work, but the same engineering discipline.
DroughtWatch
Sports AnalyticsProblem
NCAA scoring droughts influence outcomes — no tool tracked them.
Outcome
305K plays analyzed. 350+ teams. Live during March Madness.
OC Tendencies
Sports AnalyticsProblem
No public tool for scouting OC play-calling tendencies.
Outcome
113K plays, 44 coaches profiled, used for real game prep.
Rival Alerts
Sports / ConsumerProblem
Rival fans miss the moment their team wins the day.
Outcome
Multi-sport rival-loss alerts with auto-generated roast copy. CFB + MLB.
Pickleball Strategy Lab
Sports AnalyticsProblem
No tool surfacing real shot-strategy patterns across pickleball skill tiers.
Outcome
304K shots classified, 935 games, interactive dashboard built in an afternoon.
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