Chelle Code Michelle Hallworth

work

Work

Client work Live

Tax prep for a construction business

My husband's construction business had eleven accounts, and Venmo made every client payment look like two. I turned 1,310 transactions into one dashboard, and a summary in the format his accountant asks for.

PythonpandasReact 19
Client work Delivered

Where every dollar on a construction job went

Every month, each dollar spent gets matched to its job, checked against the estimate, and turned into an invoice the client can actually read.

PythonpandasGmail and Drive APIs
Georgia Tech Complete

Does your step counter undercount women?

Women are smaller on average, so do step counters miss more of their steps? I checked against floor sensors that feel every footstep. If there's a gap, it's small. (Bayesian statistics, 47 people.)

PythonPyMCArviZ
Georgia Tech Complete

Teaching a computer to tell walking from running, no deep learning

Old-school computer vision: squash a video into one image of where the motion happened, hand-pick shape features, and let a random forest sort six actions. Right 86% of the time.

PythonOpenCVNumPy
Lunatic Circvs Live

A private website for the cast of an invite-only show

One private place for the cast of a Lunatic Circvs show to find schedules and resources. Adding or removing a performer takes me a minute, and nobody shares a password.

Cloudflare PagesCloudflare AccessPython
Tinkering In progress

A comprehensive map of worldwide gender disparities

How women and men compare around the world, on poverty, work, income, land, health, violence, education and power, in both directions, with a source on every number.

Pythonstatic sitechoropleth maps
Tinkering In progress

A picture-frame wall for the Mac desktop

Albums from Apple Photos rendered as framed collages on the desktop, with one rule that never bends: no cropping, ever.

Pythonosxphotoslocal web server
Tools In progress

A job search tracker and four Claude skills

A ranked job tracker dashboard plus four Claude skills that sweep postings, tailor a resume, write a cover letter, and prep an interview. Being generalized so anyone can use them.

Claude skillsPythonHTML