Healthcare · Client work
Emergency department waiting time & staffing
Regression analysis at Carudo Clinic Center found a 118-minute peak wait and a 25% emergency case threshold driving delays. Weekends ran on 3 doctors against 3.6 on weekdays.
Available now · full-time, part-time, remote & permanent roles in the Netherlands
Data Analyst · Business Intelligence · Healthcare Analytics
I turn messy healthcare and business data into decisions people act on.
5+ years across healthcare and business operations, a clinical biochemistry background, and an MBA in Data Analytics & AI in progress at Wittenborg University of Applied Sciences.

lower average patient waiting time after a clinic adopted my ED staffing recommendations
data inconsistencies corrected across 12,000+ healthcare operational records
weekly performance review prep, cut by Power BI dashboards I built
maternity records analysed with chi-square and z-tests in a CRISP-DM gestational diabetes study
Studied and worked at
What I do
ED waiting time and staffing, bed occupancy, readmission risk and clinical research data, read by someone with a biomedical background.
Power BI, DAX, Power Query and Excel dashboards that replace paper records and manual reports with live KPIs.
Validation rules and cleaning that make the numbers reliable, then regression, machine learning and SHAP to show what drives them.
Selected work
Each project follows CRISP-DM. It starts with the business question, goes through data quality, and ends with a recommendation someone can act on. Open any project for the full story.
Healthcare · Client work
Regression analysis at Carudo Clinic Center found a 118-minute peak wait and a 25% emergency case threshold driving delays. Weekends ran on 3 doctors against 3.6 on weekdays.
Healthcare · Predictive analytics
A full pipeline comparing Logistic Regression, Random Forest and XGBoost on ROC-AUC, PR-AUC, recall and calibration, with SHAP explaining each patient's score for discharge planning.
HR · Business intelligence
A 1,403 employee dataset modelled in Power Query with DAX KPIs. 43% of leavers exited within two years, which points retention work at early tenure onboarding and workload.
Retail · Analytics workbook
Hypothesis testing across gender, category, age and day type. I caught a data truncation error that would have shown a false declining revenue trend before it reached stakeholders.
Founder & team lead · 2026
Arrive · Settle · Thrive
When I arrived in the Netherlands for my MBA, everything a new international student needs to know was scattered across dozens of search results. So I built the thing I wished I'd had.
NestNL guides students through their first 30 days in 18 steps: municipality registration, BSN, the residence permit card, a bank account, housing and GP registration, plus a campus hub, Scam Shield and optional premium support.
Brought the business problem and built the web app myself
International students from Nigeria, Iran and India
Proposed as a university partnership, under review
Amsterdam and Apeldoorn first, then wider NL
With thanks to Dr Cansu Kadioglu, my Marketing Management lecturer at Wittenborg and one of the inspirations behind NestNL.

Testimonials
You turned our healthcare data into actionable insights, helping us identify opportunities to improve patient waiting time and strengthen financial control.
Dr AnaikotCarudo Clinic CenterBravo! You demonstrated strong research skills, with an analytical approach to investigating complex problems.
Prof ItaAkwa Ibom State UniversityI approach challenges logically, look for practical solutions, and focus on getting the job delivered on time.
JefferyDe Aftermath Consultancy FirmExperience
Carudo Clinic Center, Uyo · Enlightir Global
Built Power BI and Excel dashboards for emergency department capacity planning, with a regression-based wait-time model, staffing rule analysis and scenario planning that replaced paper records. Staffing recommendations adopted by management cut average waiting time by ~20%. Cleaned and validated 12,000+ operational records, correcting 1,981 inconsistencies, and built Power BI dashboards that cut weekly review preparation from 16 to 5 hours. Led a CRISP-DM analysis of a gestational diabetes screening dataset.
University of Westminster · London
Analysed laboratory and clinical datasets with SQL, Excel, Power BI and Python, including 374+ records for a potassium ion and atrial fibrillation research study. Built dashboards for clinical trends, ran ETL and validation checks, and supported 11+ master’s and 2 PhD students with statistical analysis.
De Aftermath Consultancy Firm
Cleaned and validated data across 25+ client projects, catching duplicate records, gaps and inconsistencies. Designed standard validation rules and cleaning processes that reduced manual checking and correction by ~25%.
Datijeh Nigeria Limited
Founded and lead a workforce, recruitment and operations consultancy (30+ client projects a year, team of 34). Manage an annual budget of ~$450K, calculate IRR and EVA for investment decisions, and moved reporting from paper to digital across 11+ locations, including a weekly P&L for each location.