We don't just talk about data engineering — we ship it. Below is a live pipeline built from public Canadian real estate data: ingested from open government sources, processed through a Bronze → Silver → Gold medallion architecture, and served as an interactive dashboard. This is the kind of work we deliver for clients.

Live Dashboard — Canadian Real Estate Investment Features

Interactive quarterly data per CMA — built on a Bronze → Silver → Gold medallion pipeline refreshed monthly via GitHub Actions.

Live Pipeline Data

2026-Q1

Ottawa
NHPI 160.9
Afford. 26.4
Toronto
NHPI 107.8
Afford. 17.7
Montreal
NHPI 158.9
Afford. 26.1
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We implement data warehouse solutions on:

PlatformDescription
Microsoft Azure Synapse Analytics Enterprise analytics platform with limitless data warehousing capabilities
Microsoft Fabric Next-generation unified analytics platform with lakehouse and warehouse
AWS Redshift Fast, simple, and cost-effective cloud data warehouse
Databricks SQL Lakehouse data warehouse with unified governance
Dimensional modeling (star and snowflake schemas)
Data partitioning and distribution strategies
Lakehouse architecture and medallion approach
Performance optimization and indexing
Migration from legacy data warehouses to cloud
ETL/ELT pipelines for data loading
Real-time and batch data integration
Data cataloging and metadata management
Query optimization and performance tuning
Data security and access control
Data quality and validation frameworks
Backup and disaster recovery strategies
✦ Faster decision-making with real-time analytics
✦ Scalable architecture that grows with your needs
✦ Reduced costs through cloud optimization
✦ Improved data quality and single source of truth
✦ Enterprise-grade security and compliance
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