Data Architecture & Governance
Enterprise data strategy, governance frameworks, metadata management and privacy — designed to pass audit and survive growth.
Solution Architect & Data Specialist
Enterprise data,
engineered to last.
15+ years designing Lakehouse platforms, cloud migrations and governed data architecture — across Colombia, Spain, New Zealand and Australia. Now consulting from Brisbane.
0+ Years in enterprise data
0Countries delivered in
0% performance gain achieved
0M+ users supported
What I do
Six ways I help teams
get value from data.
Lakehouse Implementation
Medallion architecture on Databricks and Unity Catalog: bronze ingestion, silver conformance, gold dimensional models.
Cloud Migration
AWS, Azure and Oracle Cloud migrations built on Well-Architected principles — secure, resilient and cost-aware.
Database Engineering
Oracle RAC, Data Guard, Exadata, PostgreSQL and SQL Server — performance tuning, HA design and capacity planning.
Analytics & BI
Power BI architecture, dimensional modelling and self-service enablement so leaders get trusted numbers, fast.
AI-Enabled Automation
Document review, completeness checks and exception handling — AI applied where it removes real administrative load.
Signature architecture
The Medallion
Lakehouse
Bronze ingests raw. Silver conforms and cleans. Gold serves the business. Three layers, one governed catalog — the pattern behind every platform I ship.
GOLD
Dimensional Models
Player & team dimensions, registration facts, invoice facts, executive KPI summaries.
SILVER
Conformed Views
Safe casting, null handling, text cleansing, latest-snapshot dedup, materialized views.
BRONZE
Streaming Ingestion
Auto Loader / cloudFiles, mixed encodings, repeated CSV snapshots, schema evolution.
Tech stack
Tools I reach for.
From the blog
Notes from the field.
Migrating Power Query M-code to PySpark
What actually breaks when you lift Power BI prep logic into Spark Declarative Pipelines — and the patterns that survive.
Unity Catalog without the chaos
A practical catalog and schema layout that scales past the first three teams who onboard.
When RAC is the wrong answer
High availability is a requirements conversation, not a product choice. A decision framework.