Data · Finance · Operations · Supply Chain

I turn complex data and operations into clear, evidence-based decisions.

Business IT and Management graduate with a background in Industrial Engineering. I build data systems, run analysis and turn findings into practical recommendations on revenue, cost, stock and how work gets done.

Kimberly Mhuruyengwe
Amsterdam, NL
Business Intelligence · Reporting · AI

Power BI & AI Copilot for a 60-Person Consultancy

A consultancy had plenty of data but no unified view. We designed and built a Power BI system and an AI Copilot layer to turn data into decisions.
Recorded
2026
Method
Power BI · Power Query · Microsoft Fabric
Read the case
Machine Learning · Customer Analytics

Predicting Airline Passenger Satisfaction with ML

Which service factors actually predict whether a passenger is satisfied? 103,904 survey records gave an answer.
Recorded
2025
Method
CRISP-DM · RapidMiner · Random Forest
Read the case
Operations · Finance · Business Ownership

Running a Venue and Events Business in Harare, from Abroad

A family-run events venue and real-estate business in Harare, run from the Netherlands — business model, brand and a website that became its third sales channel.
Recorded
Ongoing
Method
Annual strategy · Social media growth · Website build
Read the case
Fashion & Textiles · Process Maturity · Sustainability Data

Master's Thesis: Textile Life-Cycle Assessment

Most textile life-cycle assessment is still manual. This thesis built a framework to judge how digitally ready an organisation is across all four LCA phases.
Recorded
2026
Method
Design Science Research · Maturity modelling · Case-study validation
Read the case
Process Improvement · Carbon Analytics

Process Design and Carbon Analytics for Combi Terminal Twente

Two projects at the same terminal: a low-code app to speed up truck registration, and a study asking which carbon-accounting method to trust.
Recorded
Coursework
Method
Mendix · OutSystems · PostgreSQL
Read the case
Logistics · Simulation · KPI Analysis

Increasing Resilience in the Twente Inland Shipping Corridor

How do low and high water levels affect inland shipping in the Twente corridor, and what makes it more resilient?
Recorded
2024
Method
Deltares digital twin · Simulation · KPI analysis
Read the case
Supply Chain · Operations

The Fresh Connection: Supply Chain Simulation

Taking over a loss-making simulated juice supply chain, our team lifted ROI from -13.45% to 5.14%.
Recorded
2021
Method
Fresh Connection simulation · Vendor-managed inventory
Read the case
Finance · Investment Analysis

How Crises Reshape Company Value: Energy Stocks 2019–2022

From 2019 to 2022, how did COVID-19 and the energy crisis reshape renewable versus non-renewable energy stocks?
Recorded
Coursework
Method
Beta analysis · Debt-to-Equity · Profit-margin analysis
Read the case
Pricing · Business Model · ERP

Mindful Munchies: A Customizable Snack Subscription

A subscription snack box for students and young professionals, priced at €44.99 a month.
Recorded
2022/23
Method
Business Model Canvas · Odoo ERP · Survey research
Read the case

I love the moment messy numbers start to make sense, and a business finally knows what to do next.

I'm an analyst who works with data across finance, operations and supply chain. I help businesses see where the money really comes from, what sits in stock too long, what a product or brand is really worth, and where processes slow things down.

I've built a Power BI and AI Copilot reporting system for a 60-person consultancy. My master's research looked at how fashion and textile companies can use data to measure their environmental impact. I've also run my family's venue and events business in Harare while living in the Netherlands, which taught me to make sound decisions from a distance, with imperfect data and tight margins.

I work in Excel, SQL, Python and Power BI. I hold an MSc in Business IT and Management from the University of Amsterdam and a BSc in Industrial Engineering from the University of Twente.

I'm especially drawn to fashion, music and other creative businesses, where good numbers can protect good ideas.

Core skills

  • SQL
  • Python
  • Excel
  • Power BI
  • Data Modelling
  • Data Visualisation
  • Financial Analysis
  • Supply Chain & Inventory
  • Process Improvement
  • KPI Design
  • ERP (Odoo)
  • Statistics
  • Business Analysis