§ 02About: who, where, how
Head of Data —
Geodata Systems
& Research.
Based in Amsterdam, I engineer production spatial systems and research how cities change. The work runs from PostGIS schemas, hedonic models and agent-based gentrification models to DeckGL maps that turn parcel-level data into a decision. Real estate is one application among several — climate risk, mobility, public planning — not the frame. Head of Data at KR&A is the credential; the throughline is geospatial engineering with research-grade depth in urban dynamics.
My bias: opinionated internal tools beat big platforms; a calibrated pipeline beats a clever one; and a map should answer a question, not perform complexity.
IAN · AMS · 2026RoleHead of Data · KR&A, Europe · FinTech
BasisAmsterdam, Netherlands · Dutch, English, German, Italian
Experience4+ years in Real Estate Data Science
MarketsNL · DE · UK · IT
ClientsEurostat · CBS · Institutional RE investors
Personalingoglia.de
StackPython · PostGIS · Airflow · LLM · React
§ 03Professional journey
Four years delivering
data-driven insights.
4+ years building production geospatial systems and ML pipelines across European markets and academic research.
Jul 2025 - Present
01
Head of Data
KR&A | Europe | FinTech
Leading data strategy and AI initiatives for alternative data FinTech serving European real estate funds, assets, and REITs. Working on the rollout of a project aggregating, homogenising and visualising intracity data from world cities.
Jun 2022 - Jul 2025
02
Medior Data Scientist
KR&A | Europe | FinTech
Delivered data-driven insights for real estate investment decisions. Built ML models for property valuation and market analysis across 15+ European markets, working on projects for leading real estate companies, pension funds and for Eurostat.
Oct 2021 - Jun 2022
03
Junior Data Scientist
KR&A
Thesis on predicting flooding occurrences in Europe using alternative data and ML models, achieving 90%+ accuracy in risk classification and working on smaller items, preparing, aggregating and visualising data.
Sep 2019 - Sep 2022
04
Junior Full Stack Developer
Exact (former SRXP)
Part-Time Full Stack Developer maintaining enterprise-grade digital declaration software, working with web technologies such as EmberJS, PHP and sensitive customer data, using CI/CD and testing.