LinkedIn / impact
Impact, separated by organisation and evidence.
A recruiter-friendly view of scale, operational leverage and technical contribution. The labels make clear what is measured, documented or modelled.
How to read this page
Specific enough to understand. Careful enough to trust.
MeasuredBefore/after comparison with a defined workflow and review boundary.
DocumentedRecorded scale or architecture from a project snapshot.
ModelledCapacity scenario based on cadence and manual baseline; not a realised saving.
Evidence trail
Go from the business result to the technical proof.
01 / Luxury retail · Mexico + Iberia
From recurring reporting to reusable operating systems.
Commercial BI work across multiple markets, separated into distinct workflows.
Documented6commercial reporting pipelines across two brands, two countries and 5+ retailers
Modelled gross capacity1,214–1,358 h/yrfour workflows before overlap, review and adoption adjustments
Documented scale4 → 20+automated reports on a 25-table Power BI semantic model
Documented snapshot114 / 235 / 25tables, measures and RLS roles in an enterprise model snapshot
Scoped contribution177 / 2,181measures and TMDL lines in a shared PBIP model
Documented scale348 / 30 / 11stores, countries and automated QA checks in a separate sell-out workflow
The annual range is a gross capacity model, not a consolidated realised saving. Workflows may share inputs, handoffs or analyst time.
02 / Finance automation · large-scale retail
Turning finance questions into repeatable analysis.
ROI analysis, structured inputs and operational next steps inside a Digital CoE environment.
ROI analysisFinancial questions translated into repeatable analysis.
Workflow automationReusable inputs and clearer handoffs for decision support.
Evidence boundaryQualitative until a reconciled before/after time baseline is available.
03 / Supply chain · consumer goods
Making operational complexity measurable.
Planning and analytics foundations connecting signals with replenishment and commercial conversations.
25kSKU-store combinations analysed.
300+points of sale represented in the dataset.
CPFRPlanning and coordination foundations across commercial operations.
04 / Public repositories
Technical proof that can be inspected.
Professional work stays anonymised; public repositories show the engineering range behind the practice.
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See the projects behind the numbers.