AUSTIN, TX — CT
CEO & co-founder of RestoreFast. Optimistic realist — trying to help solve problems that are beneficial to society.
01 / THE DAY JOB
RestoreFast is deliberately built as two companies. One holds the trucks, the other holds the intelligence.
SIDE A — OPERATIONS
Boots, trucks, and balance sheet.
8+ MILITARY INSTALLATIONS · BOZZUTO · BALFOUR BEATTY · CBG · TOLL BROTHERS
SIDE B — INTELLIGENCE
An AI lab, run at industrial scale.
RAINMAKER · JOBSENSE · FIELDMATE · SKILLBRIDGE · SWIFTCOLLECT
02 / RESEARCH
The transformer is a local optimum constrained by deterministic silicon. A first-principles sketch of a physics-optimal language model: attractor dynamics, phase-synchronization attention, complete thought-states before tokens.
READ THE PAPERTraining without backpropagation: deposition, erosion, and weathering continuously sculpt an energy landscape in perpetual non-equilibrium. Designed to be for stochastic analog hardware what SGD was for digital.
READ THE PAPER03 / AREAS OF INTEREST
My roots — the first industry to show me how widespread the inefficiency and incapability in our country's businesses really are.
Compute's next constraint — where the grid meets the data center.
Thermodynamic sampling hardware, and what comes after deterministic silicon.
Labor is the bottleneck; embodiment is the unlock.
The cleanest systems problem there is: mass, energy, and timing.
The substrate under everything above.
04 / CONTACT