Projects

AI systems for life and industry.

The portfolio is organized around a single thesis: information becomes most valuable when it improves a real decision.

Operating tracks Giiim and stealth industrial intelligence

Build style Fast experiments, long-term systems

Giiim

AI tools for everyday decisions. Small experiments built fast.

The consumer side of the work focuses on practical decision-making in everyday life, kept public at the level of problem space rather than product mechanics.

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Tools

Paralyz AI tool for comparing reasoning and navigating trust in information.

EatWell AI tool for everyday food and ingredient decisions.

MenuVision AI tool for exploring menus and making faster food choices.

BlueStockPrint Long-term market context for clearer investment decisions.

FitWell AI experiment around wellness, habits, and everyday health decisions.

NoSweat Lightweight experiment aimed at reducing everyday friction.

Industrial Intelligence

Industrial intelligence systems for materials, energy, and manufacturing.

The company and product remain unnamed publicly while in stealth. The work is centered on helping engineers and industrial teams navigate complex technical decisions with better information architectures.

Stealth

Materials

Energy

Manufacturing

2026 experiments

Six experiments for the year, shared publicly at the level of problem area rather than internal logic.

1. BlueStockPrintInvestment decisions.

2. MenuVisionFood exploration decisions.

3. EatWellFood and ingredient decisions.

4. ParalyzInformation trust decisions.

5. FitWellHealth and habit decisions.

6. NoSweatEveryday friction reduction.