I have fourteen side projects sitting in a folder. Affiliate sites, scrapers, dashboards, automation experiments. Most never made it past the idea stage.

I collect ideas the way other people collect books they never read.

By day, I architect data platforms for iGaming companies in Malta. Useful work, but not the whole story. Outside of work, I end up studying things most people would consider unrelated — how MrBeast built a content machine, how TheSoul Publishing industrialised video production, why crypto casinos structure treasury systems the way they do.

I understand data infrastructure, iGaming, affiliate marketing, content creation, and prediction markets — not because my job requires all of it, but because I can't help myself.

The problem is that too many of those side projects never make it beyond the research.

It lives in markdown files, unfinished repositories, and Amplenote pages I never revisit. I have the research without the output. The ideas without the execution.

This log is my attempt to change that.

The goal is simple, even if the path isn't: more control over my time, fewer obligations I didn't choose, and a future that isn't tied entirely to a salary or a single company.

That doesn't happen by accident. It happens by building deliberately, tracking honestly, and not lying to yourself about what's working.

So this is the log. What I’m building, what I tested, what failed, and what I’m learning. I’m not promising a schedule; I’ll post when I have something to share.

— Julian

Update, September 2026: The Log is also becoming a place for small creative experiments outside work, alongside the data projects and business ideas that prompted this introduction.

Why I'm Starting to Document Everything

01 / Selected work

All work
01
Elantil

Lakehouse data platform rebuild

Rebuilding an iGaming data platform at Elantil.

02
GiG

Data migration framework

Moving customer data with validation and reconciliation.

03
Personal project

Exploring Malta’s lottery results

Turning public PDFs into a dataset people can explore.

02 / Where I’ve worked

More about my background

Elantil

Leading the data platform rebuild

2024–Present

SpinCity Solutions

Data Architect

2024

Gaming Innovation Group

Data Engineer → Senior

2019–2024

Bit8

QA Engineer

2018–2019

Areas I’ve worked across

  • Casino
  • Sports betting
  • Prediction markets
  • Lottery
  • Crypto gambling
  • Affiliate marketing
03 / Blog

Technical writing

How systems work, and how I build them.

All technical posts
04 / Log

Personal notes

Things I’m making, trying, and thinking about.

All personal notes

Let’s talk about your next project.

If you’re working on a data platform, migration, or automation project, I’d be glad to compare notes.