About

Ian Paul Hoegfeldt is an independent researcher and inventor.

He builds math-first systems that produce repeatable, auditable outcomes.

His methods use seed-driven, reversible transforms to generate content and structure on demand.

His work is applied to compression, procedural generation, and fundamental-model thinking.

Hoegfeldt Research partners with operators and counsel to move ideas into practical pilots.