Synthetic demo · Evidence published

Multi-entity finance analytics

Problem: Fragmented spreadsheet reporting makes P&L, variance and MTD/YTD hard to trust across entities.
My contribution: Public-safe synthetic reference: dimensional model, management measures, labelled stills and a short demo GIF — no employer data.
Stack: Star schema · P&L / variance logic · Power BI path · CSV synthetic sources
Limitation: Stills, GIF and CSVs are live. Native .pbix export remains optional — figures stay synthetic.

Open full case study → Architecture, stills, GIF and downloadable CSVs

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Report GIF on Work; architecture + stills on the case page.

Synthetic reference · Evidence published

Fabric finance analytics path

Problem: Ad-hoc extracts do not scale well for governed group reporting.
My contribution: Published a synthetic walkthrough: landing → Fabric path → semantic model → management views, using the finance demo facts.
Stack: Microsoft Fabric · OneLake concepts · semantic models · Power BI
Limitation: No employer Fabric estate. Conceptual stills and lineage only.

Open full case study → Reference path, lineage board and source notes

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Architecture SVG on Work; lineage board on the case page.

Synthetic demo · Evidence published

Problem: ERP go-lives need clear reporting requirements, validation and adoption support.
My contribution: Public-safe BC-style reference: sales, purchasing, inventory views and a period-close validation board — reporting focus, not full config ownership.
Stack: Dynamics 365 Business Central (style) · reporting requirements · UAT / validation
Limitation: Stills and CSVs are synthetic. No employer screens, mappings or client data.

Open full case study → Process flow, operational charts and validation board

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Process flow on Work; operational charts and validation board on the case page.

Framework · Evidence published

Problem: Teams propose AI ideas without a shared way to judge value, data readiness and operational risk.
My contribution: Published a scoring frame (Pilot / Assess / Hold) with synthetic finance and ERP-adjacent examples.
Stack: Business analysis · forecasting concepts · governance checklist
Limitation: Synthetic examples only. No client AI systems shown.

Open full case study → Scoring board, value/risk view and decision mix

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Scoring board on Work; value/risk and decision mix on the case page.

MSc research · Evidence published

Problem: Operational telemetry needs safe handling, anonymisation and testable detection workflows.
My contribution: Synthetic bronze / silver / gold pipeline with tests, run controls and labelled stills.
Stack: Python · data engineering · anomaly detection · privacy by design
Limitation: Public GitHub link withheld until disclosure is cleared. No operator data.

Open full case study → Layered pipeline, scores and run-control stills

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Layered pipeline SVG on Work; scores and run-control stills on the case page.

Writing · From finished work

Intent: On-site notes now accompany finished finance, ERP and AI cases. Medium posts will only be linked when they exist.
Limitation: No empty Medium URLs. Newsletter remains the live external channel.

Open writing notes → Case companions written after evidence exists

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Evidence-first writing flow; three companion notes on-site.