Microsoft Certified: Azure AI Engineer Associate
Federal government contractor
6+ years delivering production systems
Government of Canada clients

The Reality

The Same Four Problems Surface in Every Engagement

If any of these sound familiar, your cloud infrastructure has room to perform significantly better — and the fix is more straightforward than you might expect.

The Azure bill keeps growing — and nobody can explain it

Idle VMs, over-provisioned service tiers, and gaps in reserved capacity compound silently. Without FinOps governance built into your architecture from the start, Azure spend grows faster than the workloads that justify it.

Every migration attempt introduces new failure points

Moving workloads to the cloud without a validated target architecture means inheriting on-premises technical debt. Without a clear cutover plan and environment parity, organizations end up managing both — paying for both while delivery velocity stalls.

Your systems hold critical data — but they can't talk to each other

Enterprise platforms don't share data by default. When Microsoft 365, Dynamics 365, line-of-business applications, and external APIs all require manual handoffs, the cost shows up in staff hours, errors, and decisions made on stale information.

Compliance requirements are real — and your Azure setup wasn't designed with them in mind

Government contracts, regulated industries, and data residency requirements demand audit trails, access controls, and documented architecture. Retrofitting compliance into an existing Azure environment is significantly harder than building it in from the start.

These are solvable problems — not permanent constraints. Each engagement is structured specifically to address them, starting with a free cloud assessment that maps your current state to a prioritised remediation plan.

What I Do

Three Specialized Services. Each Scoped to a Specific Outcome.

No generic IT. Each engagement is structured around a defined problem — and ends with a measurable result your team can own.

Learn more about Azure Cloud Engineering

Azure Cloud Engineering

Build, connect, and automate your Azure infrastructure — delivered to the same standard as federal government systems.

End-to-end Azure cloud engineering: integration layer design and build (Logic Apps, Function Apps, APIM, Service Bus, Event Hub, Key Vault), ARM template deployments across multi-environment pipelines (DEV → SIT → UAT → PROD), CI/CD automation via Azure DevOps, security hardening, and cloud observability (Grafana, Loki, Mimir, Tempo, OpenTelemetry).

Learn more about Data Engineering & Analytics

Data Engineering & Analytics

Turn raw data into decisions — from compliance pipelines to business dashboards.

End-to-end data pipelines in Python, C#, and Apache Spark: extraction, transformation, validation, enrichment, and loading. Includes compliance-grade ETL for regulated industries, content and system migrations, Power BI dashboard development, and business analytics for SMBs. Every pipeline is documented and tested.

Learn more about Web Application Development

Web Application Development

Build your web application or modernize what you have — production-quality, from database to deployed product.

Full-stack web application development using React, Next.js, TypeScript, and Node.js. Feature-complete delivery including authentication, state management, REST API integration, internationalization (English/French), accessibility (WCAG AA), and CI/CD deployment. This website was built with this stack.

Not sure which engagement fits your situation?

The free cloud assessment identifies the highest-impact starting point and delivers a prioritised roadmap in five business days.

Verified Results

Real Projects. Real Outcomes.

Every number below comes from a delivered project — not projections, not industry averages.

Weekly records processed on the CRTC Canadian Content compliance platform
50,000+Weekly records processed on the CRTC Canadian Content compliance platform
Of document processing automated for Library and Archives Canada
95%Of document processing automated for Library and Archives Canada
Data loss across a complete federal government mailbox migration to Exchange Online
ZeroData loss across a complete federal government mailbox migration to Exchange Online
Active government workspaces on the PriviDox document platform — built over 5 years
67Active government workspaces on the PriviDox document platform — built over 5 years

Delivered for

Canadian Radio-television and Telecommunications Commission
Library and Archives Canada
Public Services and Procurement Canada
A federal government agency
Government / Regulatory

Automated Canadian Content compliance tracking for the CRTC — from manual workflows to 50,000+ weekly records

Before
ManualError-prone workflows ingesting multi-source data with no deduplication
After
50% fasterBatch SQL processing + caching; scalable to 50,000+ weekly records
Read full case study
Government / Archives

95% of document processing automated for Library and Archives Canada's digitization pipeline

Before
Manual review~1,000 scanned archival PDFs processed by hand, high OCR error rate
After
95% automated90% fewer OCR errors, 30% more accurate metadata — pipeline validated for 80,000+ docs
Read full case study
Government / Enterprise IT

Complete federal mailbox migration — Exchange Server 2019 to Exchange Online with zero data loss

Before
On-premisesExchange Server 2019 — emails, calendars, contacts, and folder hierarchies at risk
After
Zero data lossComplete migration verified through post-migration cross-referencing
Read full case study
Food & Beverage

15% increase in off-peak sales from the first data-driven analysis of 3,000+ transactions

Before
3,000+ txnsAcross DoorDash, Uber Eats, and SkipTheDishes — no analytical insight
After
+15% salesOff-peak sales increase in month one from targeted promotion recommendations
Read full case study

Credentials

Microsoft Certified: Azure AI Engineer Associate
IBM Data Engineering Certificate

Ready to see what's possible for your infrastructure?

The free cloud assessment benchmarks your current Azure environment and delivers a prioritised roadmap — no commitment required.

How It Works

From Assessment to Full Ownership in 12 Weeks

Every engagement follows the same four-phase model. You'll know what gets delivered, when it lands, and what your team owns at the end.

The Azure Clarity Framework4 phases · 12 weeks · one defined outcome
  1. Phase 01Assess
    Week 1

    Current State Documented and Baselined Before Touching Anything

    The free cloud assessment isn't a sales call — it's a structured audit: Azure Advisor recommendations, cost and usage reports, stakeholder interviews, and a documented performance and security baseline. You receive a current-state picture before scope is discussed.

    • Azure cost baseline report with idle and over-provisioned resource inventory
    • Architecture review document against the Well-Architected Framework pillars
    • Risk and security register — open findings prioritised by severity
    • Proposed engagement scope and ROI estimate — no obligation to proceed
  2. Phase 02Architect
    Weeks 2–3

    Target State Designed, Reviewed, and Approved Before Any Work Begins

    Target-state architecture is designed using the Cloud Adoption Framework as the structural backbone and the Well-Architected Framework as the quality gate. Every design decision is documented with the rationale. Nothing gets built until the architecture has passed review and received client sign-off.

    • Target architecture diagram (network topology, identity, governance, environment layout)
    • WAF review report with specific remediation items mapped to implementation phases
    • Prioritised roadmap: phased delivery plan with effort estimates and dependency order
    • Security baseline specification (NSG rules, IAM roles, Key Vault policies)
  3. Phase 03Implement
    Weeks 4–10

    Phased Delivery — Infrastructure First, Workloads Second, Automation Throughout

    Implementation follows the approved roadmap in two-week sprints with a written summary at each milestone. ARM templates and Azure DevOps pipelines are used for every resource so your team has full visibility and can operate independently. Workloads are promoted through DEV → SIT → UAT → PROD — no skipping steps.

    • Azure environment deployed via ARM templates with full version history in Azure DevOps
    • CI/CD pipeline configured on Azure DevOps — automated build, test, and deploy
    • Workloads migrated and validated against defined acceptance criteria per environment
    • Security findings from Phase 01 remediated and verified before handover
  4. Phase 04Validate & Handover
    Weeks 11–12

    You Own It — Fully Documented, Benchmarked Against the Baseline, and Operated by Your Team

    Every KPI established in Phase 01 is closed out, all documentation is delivered, and a structured knowledge transfer ensures your team operates the environment independently. A 30-day post-handover support window is included in every engagement to catch anything that surfaces in production.

    • Performance and cost report benchmarked against the Week 1 baseline — measurable outcomes
    • Operational runbooks and architecture decision records (ADRs) for every component
    • Two-session knowledge transfer workshop with your technical team
    • 30-day post-handover support window included at no additional cost

The engagement starts with a free cloud assessment — no cost, no commitment. If the scope aligns and you want to proceed, a fixed-fee proposal is scoped to the approved roadmap. Book your free assessment →

Get Started

Book Your Free Cloud Assessment

No commitment required. Your Azure environment is audited, the highest-impact opportunities are identified, and a prioritised roadmap is delivered — in writing, within five business days.

What Happens Next

  1. You'll receive a response within one business day to confirm the assessment slot.

  2. The assessment takes 2–3 hours. You receive the written report within five business days.

  3. If the scope aligns, a fixed-fee proposal is scoped to the approved roadmap. No open-ended retainer, no surprise invoices.

Microsoft Certified: Azure AI Engineer Associate
Federal government contractor
6+ years delivering production systems
Government of Canada clients

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