Applied AI / Product Builder / Creative Technology

Recent MFA — School of the Art Institute of Chicago

Applied AI for real workflows.

I start from real problems and messy workflows — then define the product, build the system, and prototype interfaces people can actually use.

Selected work
FitFabric app icon — a measuring tape forming an S shape

FitFabric

Designing an AI-assisted system for garment understanding and fit reasoning.

Applied AI product

How I turned fit uncertainty into an evidence-driven product system.

FitFabric is a working research prototype I defined to explore how garment evidence, body measurements, and fit preferences can produce a recommendation without hiding uncertainty.

My contribution
  • Product direction
  • Garment reasoning
  • Interaction design
  • AI-assisted prototyping
  • Evaluation
View FitFabric case study Garment intelligence — product demos Prototype
02

Chicago Art Index

Information system Public surface + admin workflow Evidence pending

A discovery and indexing system for Chicago's cultural landscape.

The problem

Gathering scattered art events is easy; knowing what is accurate enough to publish is the real work.

  • Workflow designDocumented
  • Public surfaceTo document
  • Admin review workspaceTo document
  • OutcomesEvidence pending

Concept media — index & publication path · entries illustrative

  1. Source AI-assisted gathering, source links kept AI assist
  2. Review An editor checks fields, sources, provenance Human judgment
  3. Ready Approved entries queue with a clear state Human judgment
  4. Publish Calendar, map & detail pages — traceable Public output
Concept media for Chicago Art Index: an index map with illustrative entries and the publication path from source to public output.
Case study in progress My role: system & workflow design, interface
03

Mana Web Platform

Community platform Spaces · tenants · operations In progress

Digital infrastructure for spaces, tenants, and community operations.

The problem

Tenants, staff, and visitors each need different answers from the same organization — so the platform grows module by module from actual requests.

Floor 01 — Public Visitors
Gallery101
Lobby102
Loading103
Floor 02 — Tenants Artists & staff
Studio 2A201
Studio 2B202
Office203
Archive204
Concept media — spatial & module study · room names illustrative
Phase legend — Now — current scope Next — in design Future — planned
Case study in progress My role: information architecture, module design, build