Generative design tooling, KPF
Parametric tools that iterated large-scale project options, compressing exploration cycles from weeks to hours, plus the visualization tooling used in client and city-agency reviews.
Each case study begins with the operating problem, follows the decisions, exposes failure modes, and states clearly what I owned.
Guardrails, validation, and human escalation for LLM agents that take real actions in production logistics operations.
Read the case study →A natural-language interface over fragmented operational data, so non-technical ops teams can ask questions without filing an engineering ticket.
Read the case study →An internal agent-management platform where authentication, feature visibility, and workflows all have to flex per customer without forking the codebase.
Read the case study →A full-stack AI tool that generates interior design concepts and moodboards — prompt interface, image-generation pipeline, and results UI.
Frontend and backend for a running community platform serving NYC members — the same instinct as this site: give a community a real, working home.
Parametric tools that iterated large-scale project options, compressing exploration cycles from weeks to hours, plus the visualization tooling used in client and city-agency reviews.