Profile

I combine a background in civil engineering and water management with hands-on software and data work. At Dunea, I build internal tooling, develop digital-twin concepts, and help teams put AI into practice. I also coach colleagues and improve how we document, review, and maintain our work.

Professional experience

Jun 2021 to Present

Dunea N.V.

Data Scientist

  • Develop digital-twin concepts for drinking-water treatment and distribution, with workflows for scenarios, replay, and validation.
  • Build and maintain internal Python SDKs for shared data access and domain logic, adopted across a growing data team.
  • Build internal applications and decision-support tools with Python, TypeScript, React, and SQL. Several are in daily use across teams.
  • Explore integration of scientific models with web-based analysis, with attention to assumptions and reproducibility.
  • Support practical AI adoption through multidisciplinary experiments, management briefings, responsible-use guidance, and ChatGPT and Copilot pilots.
  • Coach colleagues, contribute to recruiting and onboarding, and improve code review, documentation, and software handoff.

Aug 2019 to Jun 2021

Crunch Analytics

Data Scientist

  • Developed ETL pipelines, dashboards, and machine-learning models for clients in horticulture and retail
  • Worked directly with clients to understand operational needs, scope projects, and deliver usable analytics solutions
  • Automated data workflows with Python, SQL, and Power BI
  • Took part in proposal writing, workshops, and recruitment efforts alongside a small, agile team

Sep 2016 to Jan 2020

Delft University of Technology

Student Assistant

  • Supported course development by filming lectures, editing video, and building MOOC content
  • Graded assignments and exams, created promotional materials, and helped organize faculty events

Education

Technical skills

Programming & Frameworks

Python · SQL · FastAPI · React / Next.js · JavaScript / TypeScript · API / SDK Design · Tailwind CSS

Decision Support & Adoption

Power BI · Governed AI Adoption · Project Management

Data & AI

Machine Learning · Data Engineering

Cloud & DevOps

Azure · Docker · CI/CD · Version Control

Domain Expertise

Water Resource Management · Hydrology · Drinking Water Quality · Digital Twin Design · Internal Python SDKs · PHREEQC / EPANET · Simulation Workflows · Telemetry & Lab Data · Validation Gates

Strategy & Leadership

Zero-to-One Internal Platforms