Currently Writing

Claude Opus VS. ChatGTP 5.4 VS. Deepseek V

Methods I asked these three LLMs the same question to test the reasoning abilities question below answers are labeled. I used all of the LLM's on anonymous mode so they could not take their personal context of me as an u

Published
Also working on
On... 
6 RESEARCHING3 DRAFTING3 PUBLISHED
Right now →
ResearchingComputer Science
ReadingThe Art of doing Science and Engineering
BuildingThis website (always)
Listening toDear Hank and John, The Rest is Science
Field Notes
Developing

Against Legibility in Public Space

What if the push to make every public space 'readable' is actually erasing the complexity that makes cities worth living in?

readable ≠ navigable

Observation

The crosswalk that leads nowhere

Found a crosswalk in downtown Flint that deposits you on a curb with no sidewalk. Just grass and a fence.

Infrastructure as broken promise
Observation

The Maintenance Question

Every design decision is also a maintenance decision. We almost never talk about it that way.

who pays to keep things working?
Observation

Materials that age honestly

Brick weathers. Vinyl pretends nothing happened. What does that say about the values embedded in material choices?

Patina is information. Vinyl is denial

All field notes

Projects
Built & Designed · Personal

Theseus

An epistemic engine that discovers connections, contradictions, and gaps across a growing body of research.

Learn more→
Built & Designed · Genesee County Land Bank Authority

Compliance Portal

Designed and built an internal compliance tracking portal for the Genesee County Land Bank Authority, streamlining regulatory workflows and reporting.

Replaced 47 spreadsheets with one dashboard
Built & Designed

Index-API

The Django backend that powers Theseus and CommonPlace. PostgreSQL with pgvector for vector search, Redis task queues for async processing, ONNX Runtime for inference, Modal for GPU workloads.

GitHub→
One API. Two products. Three task queues.

All projects