Experience

ABN AMRO, International Wealth Management

Staff Data Scientist (Principal Level) | Amsterdam, The Netherlands | Feb-2023 - Now

Drove AI adoption across marketing, sales, and product teams by aligning solution road-maps with bank-wide strategy and OKRs.

Meeting preparation GenAI product (saves 90K hour annually)
High-value lead generation: Investment up-sell & activation lead, adds € 150 M Valuable Asset with € 750K annual revenue; Mortgage outflow prevention, retains € 1.2 M annual revenue.
Next Best Action (grows product sales by 20% )
Evaluating E-com campaign’s causal impact on Revenue, Talk
Evaluating financial services causal impact on Sales & AUM Talk
Client Lifetime Value model for retail banking (setting strategy)
Personalized financial news to improve 24K clients t & r-NPS
Developed internal ETL package (reduce time to market by 30%)

Technologies & Techniques: Databricks, pyspark, GenAI, Causal Inference,

Utrecht Medical Center

Full-Stack Data Scientist | Utrecth, The Netherlands | Nov-2019 - March 2023

Architected and deployed clinical decision-support tools predicting kidney transplant outcomes by leveraging a consolidated dataset of 6k+ records from all Dutch medical centers. Served as the Analytics Translator to align strategic business requirements with technical execution across a diverse stakeholder group, including executive sponsors, clinical experts, and end-users.

Translated complex nephrology and immunology requirements into AI-driven decision-support tools, optimizing the high-stakes trade-off between accepting an available kidney or awaiting a lower-risk organ.

Completed a 9-month program to commercialize AI solutions and develop venture funding strategies Utrecht Inc Interview
Developed predictive models to assess kidney survival Talk
Developed research-support web app to visualize molecules in 3D

Threatspan

ML Engineer Python Developer | Remote | Jan 2021 - March 2022

Developed and deployed an anomaly detection solution to mitigate the high false-positive rate of the network monitoring engine.

Accenture

IOT & OT Cybersecurity Consultant | Amsterdam, The Netherlands | Oct-2018 - Sep-2019

Consulted clients (fin-tech, Oil & Gas) with best practices to secure their cloud infrastructures, web applications, and API’s.

Education

Rijksuniversiteit Groningen

PhD Applied Mathematics (Systems & Control) | [Oct-2014] - [Sep-2018]
Rijksuniversiteit Groningen, The Netherlands

Resilience of coordination networks: data availability and integrity