Portfolio · Barcelona area, Spain · Remote

Nick Pagazani

Software engineer at Automattic, previously an engineering team leader and business-development manager. I take ownership of messy technical setups: migrations, fleet tooling, alerting, and the AI tooling that now runs through all of it.

1,715merged PRs across 429 repos at Automattic, 2022–2026, including fleet-wide rollouts
100k+lines of Python in my own projects
~10long-running services I built and operate
30 yrsengineering, business development, then software

Case files

Most of my work is for Automattic partners and internal teams, on sites and systems I can't show. Each case gives the problem, what I did and what changed, using the figures from the work. Clients are named only where the work is already public.

2024 · A major design publication

Moving a 360 GB media library off a paid CDN

$6,000+/mosaved, with zero downtime and no broken media
Problem
425,000 files across 21,000+ posts lived on a third-party image CDN that cost thousands a month.
Did
Wrote custom WP-CLI commands, REST processing, SQL and multithreaded Python to classify, convert, resize and re-upload every file, and rewrote post content and metadata to match, all on the live site.
PHPWP-CLIPythonSQL
2026 · WordPress.com Special Projects

Site-down alerts that stopped getting lost

~445sites moved to a direct alert path
Problem
Downtime alerts travelled email → help desk → an internal relay, and some never arrived.
Did
Built a monitoring webhook receiver in the team's ops platform and registered it on ~445 sites. When the SMS path misfired, the fix was up the next morning.
PHPWebhooksMonitoring
2025–2026 · Fleet tooling

Finishing a stalled fleet rollout, then adding bot protection

100%of partner sites on Atlantis by July 2026
Problem
The team's fleet-management plugin had been half rolled out for a year, which blocked other work.
Did
Drove the rollout to completion, then shipped 1.2.0 (bulk status API, CLI commands, an MCP helper) and 1.3.0 (bot protection, live on every Pressable-hosted site). Checked internal tools wouldn't be blocked and got the owning team to move their switch under it.
PHPCLIMCPE2E tests
2026 · WordPress.com translation platform · team of two

From a 2018 GlotPress fork to 4.0.3 in four weeks

60+ PRsin four weeks, with AI translations shipped
Problem
Translation infrastructure ran on a GlotPress fork frozen in 2018, with 53 custom plugins on top.
Did
Wrote the foundation (scaffold, loader, core patches), ported 15+ of the plugins, and fixed two data-integrity bugs along the way.
PHPGlotPressLLM
2025–2026 · A long-running culture publication · 13 months

Using an LLM to decide which of 109,000 images to keep

~12Kstaff photos kept, ~97K third-party images removed
Problem
A copyright request covered a huge archive, and the scope changed four times.
Did
Wrote an LLM attribution script to separate staff shots from third-party images, recovered 350 video thumbnails from backups, and traced missing search thumbnails to a Jetpack Sync race, fixed across ~13,900 posts.
LLMWP-CLIData
2024 · A city-guide site

Event search from 40 seconds to a tenth of a second

40 s → 0.1 sper search
Problem
A single event search took about 40 seconds.
Did
Replaced the query with a lookup table held in the object cache, simplified the SQL and moved filtering into PHP.
PHPSQLCaching
2025 · opensource.org

A press-page automation the client could run without us

Handed overrunning in the client's own Make account
Problem
New press mentions were added by hand from a shared spreadsheet.
Did
Built a Make scenario from sheet row to WordPress post. Neither Make nor Zapier could fill the custom fields, so I moved them into the site's plugin and mapped a hidden field to the taxonomy. Fit it inside the free plan, then removed our own data connection.

Public: OpenSourceOrg/dotOrg #116

MakeREST APIPHP
2024 · Automattic Special Projects

The team's first plugin on WordPress.org

800+active installs of Query Loop Load More
Did
Took the plugin through WordPress.org review and release, and documented the process for the team. Later finished, published and wrote the launch post for the Send to Substack browser extension (2025).

Public: WordPress.org listing · specialprojects.automattic.com

WordPress.orgGutenbergJS
2024 – present · Turtle Signals platform

Production Python services delivering signals to subscribers

~500S&P 500 stocks, plus 36 crypto pairs around the clock
Built
Flask services for signal generation and results; Telegram delivery; a REST pull API for trading bots; an HMAC-signed webhook service with retries and dead-lettering; a heartbeat watchdog. Runs on Google Cloud with Secret Manager.
PythonFlaskGCPWebhooks
2026 · Personal

A live equities system, from universe to execution

~5,400stocks in the universe pipeline; rebalances a live account monthly
Built
A universe pipeline, walk-forward and Monte Carlo-validated backtests, and a FastAPI execution server that rebalances an Interactive Brokers account on systemd timers, with Telegram alerts.
PythonFastAPIpandassystemd

AI and engineering builds

Personal projects where I test ideas end to end.

2026 · Open source, Apache-2.0

stl2step: turning 3D-print meshes into editable CAD

100%of drawn parts within 0.1 mm on an 80-part corpus

An agent "draws" the part with sketches, extrudes and holes, while five deterministic checks measure the result and reject anything wrong. Ships as a Claude Code skill.

Public: github.com/nickpagz/stl2step

Pythonbuild123dClaude Code
2026 · Private, in progress

text-to-cad: an AI CAD editor in the browser

~158pytest tests; every change verified before it lands

Drop in a mesh, then click a feature and tell the agent what to change, or drag a parameter slider. A measured A/B benchmark of cost, time and pass rate settled the architecture.

FastAPIReactTypeScriptThree.js

A from-scratch CAD model

Trained a PyTorch point-cloud encoder and transformer decoder that writes programs in a CAD language I designed. 100% valid output on held-out parts. Benchmarked against the state of the art and dropped the approach on the evidence.

A multi-agent book editor

Eleven Claude Code skills with human approval gates edited a 34,000-word manuscript. A claim checker flagged 92 factual claims; a final audit confirmed nothing was lost.

Commercial plugins and apps

Telegram and Discord access for WooCommerce and Shopify stores. Disturv is on the Shopify App Store; Subscriber Manager Lite is on WordPress.org. Role Manager for Discord has ~162 PHPUnit tests and CI across three PHP versions.

The agent proposes. Deterministic code verifies.
  • I write the plan before the code, and keep architecture and status notes in my repos so the next person, or agent, can pick it up.
  • Design decisions come from measurements: A/B benchmarks, backtests held out of sample, acceptance gates.
  • When something breaks, I trace it to where it entered and add a check so it can't come back the same way.

Before software

Twenty years in engineering and business development, mostly in oil & gas. The full timeline has the detail.

Howard Marten · team leader

Reworked how design fed manufacturing: floor time from 5 weeks to 2 and about 80% less supplier rework on API 614 lube-oil systems.

WorleyParsons Abu Dhabi · BD & strategy

Led 10+ people across four countries and won pursuits worth $30M to $100M+ each.

WorleyParsons Canada · proposals

Halved proposal admin time and cut reporting from 9 hours to under 2. Met every RFP due date.

What colleagues said

Three of 107. Read every kudo and excerpts from my leads' reviews.

"Handled all edge-cases masterfully and helped us improve processes along the way."
Automattic colleague, on a fleet-wide update
"Thorough and brilliant… consistent and communicative."
Automattic colleague, on the image cleanup
"The engine room in our often rudderless ship."
WorleyParsons colleague