Case studies

The work, written up in full.

Short teasers don't do real engagements justice. These are the long versions - the problem, what got built, and the numbers that came out the other side.

AI-paired build · Cloudflare · Community

This very website

The site you're reading is its own case study. Built fast by pairing with Claude Code and a custom voice skill, on a stack cheap enough to give a corner store the same thing. Includes the architecture diagram.

// Claude Code · voice skill · Cloudflare Pages + Functions · KV
Read the case study →
Retail · Databricks · Forecasting

Three Sisters Provisions

A family specialty grocery goes from gut-feel ordering to a nightly Prophet forecast, live stockout alerts, and a slow-mover dashboard - three dashboards on one Databricks pipeline, delivered to a phone by morning.

// Toast POS · Databricks · GCP · Prophet · Delta Lake
Read the case study →
Lead Gen · BigQuery · Market Intelligence

Local Market Intelligence

A prospecting engine that finds every business near a town, scores each on demand, web-presence gap, and proximity, then ranks them so the best outreach targets surface first. 447 businesses, 91 hot leads, one dashboard.

// OpenStreetMap · Google Places · BigQuery · OSRM · Cloudflare
Read the case study →
Side Project · Python · Stripe · Discord

BrnzyBot

A raid-tools Discord bot for WoW Classic that refuses to make things up - a deterministic gear optimizer, a healer-evaluation engine that scores coverage instead of throughput, and a Stripe billing system I rebuilt four times until I trusted it. All on a 1 GB server.

// Python · scipy · SQLite · Warcraft Logs · Stripe · Cloudflare Tunnel
Read the case study →
Open Source · Python · Audio ML · Ableton

chopshop

An open-source tool that turns a messy pile of field recordings into a clean, Ableton-ready sample library. It slices the audio, a zero-shot AI guesses each sound, and a human makes the final call in the browser. The engine behind our family Sound Safari, and it builds playable Drum Racks out the other end.

// librosa · LAION-CLAP · stdlib web app · Ableton .adg · MIT
Read the case study →
More coming

Next case study

Additional write-ups are in production. Check back soon, or get in touch if you'd like to talk through whether your data could become something like this.

// in progress