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  • Joined Sep 25, 2026

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andrewwilke/README.md

Hey, I'm Andrew

I'm a software developer from Texas and I like building things all the way through, from the database to the screen the customer sees. I've been coding since I was a kid and doing AI-accelerated development since ChatGPT 3.5 came out.

I also own WilkeMoto, a powersports and performance engine shop. A lot of what I build comes from problems I ran into running the shop.

SignetCRM (signetcrm.com)

Shop management software for repair businesses. It went live in September 2026.

  • Each shop gets its own database and branding, all running on one codebase
  • Estimates, invoices and online booking, with links customers can approve from their phone
  • A workflow board that follows every job from estimate to paid
  • An AI front desk that answers the shop's phone calls
  • Card payments, staff time clocks and automated tests

Built with PHP, MariaDB, Node.js, Gemini and Telnyx.

SignetCRM workflow board SignetCRM estimate on a phone

Lotline

Predicts what a vehicle will sell for at salvage auctions like Copart and IAA.

  • Collected about 80,000 auction lots and 960,000 photos, plus condition reports and sale details
  • The price model hit 18% median error on its first run
  • Has a web dashboard for browsing lots and training models

Built with Python, pandas, scikit-learn, LightGBM, PyTorch, PHP and MariaDB.

SignetEFI (in progress)

My own engine management system. Custom ECU hardware, our own firmware, a desktop tuning app and a digital dash, with auto-tuning for fuel and ignition.

Built with TypeScript, React and Electron.

What I use

Python, PHP, TypeScript, JavaScript, C++, SQL, React, Electron, Node.js, MariaDB/MySQL, Git

Most of my code is private, so there isn't much to see here. I'm happy to walk through any of it if you want to talk.

andrewdwilke@gmail.com

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    Free, open-source diagnostic tool for the Triumph Daytona 675 (Keihin ECU): live data, graphs, fuel map, fault codes and session recording over an FTDI USB-to-OBD cable. Windows portable download.

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  2. andrewwilke andrewwilke Public

    Founder of SignetCRM. AI-accelerated development, ML and embedded systems.