Service
Turn Raw Data Into Decisions
End-to-end data pipelines that turn raw, messy data into something reliable: compliance-grade reporting for regulated industries, system migrations, Power BI dashboards, and business analytics for SMBs. Every pipeline is documented and tested.
The Reality
What This Solves
These are the data problems that block decisions, fail audits, and cost time — in both enterprise and small business environments.
You have data but no way to see what it's telling you
Thousands of transactions, sales records, or delivery orders sitting in spreadsheets or exports — but no dashboard, no summary, no way to act on any of it. The data exists. The insight doesn't.
Moving data between systems is risky without a validated process
Whether it's migrating emails, documents, or business records — doing it without a structured, tested pipeline means errors compound silently. By the time they surface, they're expensive to fix.
Compliance reporting is manual, slow, and one mistake away from an audit problem
Regulatory requirements can't be enforced reliably by hand at scale. Manual workflows miss edge cases, create audit risk, and take time that should be spent elsewhere.
Your reports are always slightly wrong and nobody knows why
When data comes from multiple sources in different formats, every report starts from an unreliable foundation. A proper pipeline that validates and deduplicates at ingestion fixes the problem permanently.
Engagement Scope
Who This Is For
Whether you run a small business with sales data you want to understand, or an organization with compliance and migration requirements — every engagement starts with a clear scope and ends with something you can actually use.
- End-to-end pipeline design and build, from raw data to a validated, loaded destination
- Compliance-grade reporting for regulated industries — built to pass audit and regulatory review
- System and content migrations, verified against zero data loss
- OCR pipelines for document digitization — text extraction, cleanup, and metadata validation at scale
- Power BI dashboard development covering product performance, time-based patterns, and payment analysis
- Business analytics for SMBs — turning delivery-platform, POS, or spreadsheet data into a working dashboard
- Full pipeline documentation and test coverage delivered as part of every engagement — not an optional add-on
- 30-day post-handover support window included at no additional cost
Projects Delivered
Real Client Work
Full technical breakdowns — stack, challenge, and results — are on the case studies page.
CRTC Canadian Content Compliance Platform
Government / ComplianceAutomated compliance pipeline replacing manual workflows across 50,000+ weekly broadcaster records. ETL pipeline in C# and Python, MAPL compliance logic engine, SQL Server database, and compliance reporting by broadcaster and period. 50% faster data processing after batch SQL and in-memory caching.
Library and Archives Canada
Government / Document ProcessingOCR pipeline processing scanned archival PDFs — 95% of document processing automated, 90% fewer OCR errors, 30% better metadata accuracy. Validated and ready to scale to 80,000+ documents.
Federal Government Mailbox Migration
Government / Migration7-step ETL pipeline migrating complete mailbox data from Exchange Server 2019 to Exchange Online — emails, attachments, calendars, contacts, and folder hierarchies. Zero data loss, verified through post-migration cross-referencing.
Hadi's Shawarma
SMB / AnalyticsAnalyzed 3,000+ transactions across DoorDash, Uber Eats, and SkipTheDishes using Azure Databricks and Apache Spark. Identified off-peak underperformance and delivered targeted promotion recommendations — 15% increase in off-peak sales in the first month.