Systems I've built, broken down.
Each one links to a deeper write-up — the architecture, how the data's captured, and the part that was actually interesting to solve. Two are in progress and will open up soon.
GCPS Azure Local Operations Platform
Not a normal monitoring dashboard. A full-stack platform with a built-in AI assistant (TanStack AI), the Forge automation runner, and an evidence-first model over Azure Local (formerly Azure Stack HCI) — PowerShell collectors, SQL Server as a processing engine, typed APIs, and a desktop-grade React dashboard.
TanStack
The Forge
Run real PowerShell from a browser — safely. SQL-backed job queues, command manifests, runner heartbeats, artifacts, cancellation, and a full audit trail. Built into GCPS, important enough to stand on its own.
Audit trail
AlphaForge — stock automation & AI Lab
An evidence-capturing market-automation platform with an AI Lab and a risk engine. A different beast than the rest — deep breakdown coming as it opens up.
AI LabRisk engine
design-doctor
A configurable design-quality compiler for React, shadcn/ui, Tailwind v4, motion, and accessibility — scores UI, governs motion drift, ships as an installable agent skill.
Oxlint
Azure Local Redeployment Console
A scrappy console tool I built in about a day: menus, per-site progress, and an audit log of every command run — making sure every fiddly pre- and post-install step happened in order. That's how one person knocked out 96 migrations in 10 days.
Hyper-V
Fintech Analytics & Automation
Executive analytics with an Azure Functions + Document Intelligence pipeline extracting and validating thousands of invoices monthly, human-in-the-loop.
AI
Fiber Optic Project Management
Replaced fragmented Excel workflows with a unified system — KMZ route mapping, PO tracking, multi-stage invoicing, and an 80/20 payroll reserve model.
KMZ maps
Video Frame Analysis Pipeline
Scores every video frame with no-reference image-quality models and exports the best stills — PyTorch, CUDA-aware inference, FFmpeg, SQLite.
FFmpegHappy to walk any of these end-to-end.
The screenshots are coming, but the best version is a live tour. Reach out and I'll show you how it actually works.