About me

About me

I’m Julian Calleja, a data engineer based in Malta, currently leading the data platform rebuild at Elantil. I build systems that help people work with data and make decisions from it.

My work

At Elantil, I’m working on a lakehouse rebuild using Kafka, Apache Iceberg, AWS Glue, Athena, and dbt. I’m interested in open formats and systems that can evolve as the team’s needs change.

Before that, I spent five years at Gaming Innovation Group, progressing from Data Engineer in Test to Senior Data Engineer. My work included a repeatable player-migration framework and Broker CRM, a shared pipeline for enriching and delivering player activity to multiple operator clients.

Between GiG and Elantil, I worked as a Data Architect at SpinCity Solutions. In under three months, I delivered analytical access to 6+ TB of historical data; complex historical queries completed in under 20 minutes.

Explore the projects and case studies →

What I explore outside work

I’ve experimented with iGaming affiliate projects, content, and competitive research. Those projects gave me practical experience of acquisition and positioning alongside the infrastructure work I do professionally.

I’m also interested in creativity and the physical things we make: a zine for a friend, a family home video, or a personal uniform. The Log brings together these experiments and the things I notice while working on them.

I lead the Rabat Scout Group in Malta. Outside that, I enjoy reading, hiking, and camping.

Working together

Most of my professional experience is in iGaming, across casino, sports betting, and lottery. My work includes real-time pipelines, migrations, and analytical platforms.

I’m open to conversations about data problems, possible collaborations, and creative projects. Get in touch if there’s something you’d like to discuss.

What I've Built

Lakehouse Data Platform Rebuild

Elantil

Leading the ground-up rebuild of a B2B iGaming data platform — Kafka streaming into AWS Glue, Apache Iceberg tables, Athena, and dbt Bronze/Silver/Gold layers. Shifted decision-making from gut-feel to evidence-based, presented directly to C-level and key clients.

59.5% higher throughput vs original platform 10.4% faster execution vs original platform

Data Migration Framework

Gaming Innovation Group (GiG)

Designed and delivered a migration solution that enabled GiG to onboard large, established operators with existing customer bases. A representative run migrated 20,000+ customer records in under 30 minutes.

20,000+ records < 30 min migration
Read the case study → Referenced in GiG's Q1 2024 earnings call →

Broker CRM — Real-Time Pipeline

Gaming Innovation Group (GiG)

Built a real-time CRM data pipeline delivering live player events to platforms like Symplify, enabling multiple operator clients to trigger personalised actions based on real-time behaviour.

300k events/hour multiple operator clients
Read the case study →

6TB Data Warehouse Migration

SpinCity Solutions

Delivered analytical access to 6+ TB of historical data in under three months using S3 and self-hosted ClickHouse. Complex historical queries completed in under 20 minutes.

6+ TB migrated < 20 min query time
Read the case study →

Where I've Worked

Elantil

Leading the data platform rebuild · 2024–Present

Leading a lakehouse rebuild using open table formats, streaming ingestion, and transformations for analytical use.

SpinCity Solutions

Data Architect · 2024

Built a historical analytics platform with S3 and self-hosted ClickHouse, separating analytical workloads from production databases.

Gaming Innovation Group

Data Engineer → Senior · 2019–2024

Progressed from Data Engineer in Test to Senior Data Engineer, working on player migrations and shared real-time data products.

Bit8

QA Engineer · 2018–2019

First iGaming role. Built the platform's test automation foundation.

Verticals I've Worked Across

Casino Sports Betting Lottery Crypto Gambling Affiliate Marketing Player Acquisition B2B Platform B2C Operator

What I Build With

Streaming & ingestion

Kafka · Apache NiFi

Storage & query

Apache Iceberg · Amazon S3 · Athena

Transformation

dbt · AWS Glue

Layering

Bronze / Silver / Gold lakehouse

Let’s talk about your next project.

Need help with a data platform, pipeline, or migration? Get in touch.