Resume

Experience

Aug 2025–present

orq.ai AI Research Engineer

AI agent infrastructure, LLM evaluation, prompt optimization, observability tooling

Sep 2024–present

MLOps Community Amsterdam Chapter Lead / Organiser

Run the Amsterdam chapter: speaker curation, sponsor partnerships, quarterly meetups

May 2024–Jul 2025

Sytac → ING Senior Consultant / Senior AI Engineer

Tech lead on MLOps in Global Financial Crime & Fraud Prevention — V2 release, Airflow DAG parameterization across countries
Detection & forecasting system for reliability events from Track-and-Trace logs (1TB out-of-memory processing with Polars)
Rewrote RAG ingestion pipeline for sustainability peer-review app — 5× faster, better extraction quality
Sytac internal: LLM-based extraction for the resume app; simplified Slackbot by querying Notion search directly, dropping the vector DB
Ran day-long hackathons and education sessions on testing, pre-commit, and merging strategy; mentored junior Python engineers

Jul 2021–May 2024

ABN AMRO Full Stack Data Scientist — Global Markets

Designed and led platform migration from IaaS VMs to PaaS (Azure Data Factory, Databricks, Data Lake)
Built real-time streaming framework on Spark Structured Streaming with Medallion architecture
Bond origination interest prediction — matched investor parties to new issuances

Oct 2019–Jun 2021

ABN AMRO Data Scientist — Chief Architecture & Data Management

Mortgage condition assessment from 5 photos — multi-ResNet feeding into BERT
Co-authored data lake metadata-generation framework
Piloted GAN-based synthetic data for privacy-preserving analytics; managed two collaborators
Drove data-science process improvements (versioning, peer review) across internal ML platform

Mar 2019–Oct 2019

ABN AMRO Thesis Intern — Data Science

Master's thesis research on GANs for synthetic tabular data — evaluating whether generated data preserves distributions well enough to sidestep GDPR

Sep 2019–Nov 2021

OneTwoModel CTO & Co-founder

Co-founded startup building products for the modelling industry; split value-prop / product-dev responsibility
Stack: AWS (ECS, EC2), Airflow, Docker, Keras/TensorFlow, NLP tokenization & word embeddings

Sep 2018–Mar 2019

TAPP Data Scientist

Hierarchical product classification from receipt descriptions (Keras + NLP) — replaced manual labelling
Time-series anomaly detection on live data streams; full pipeline from ingestion to analytics

2017–2019

Radboud University MSc Data Science — ML in Practice, Medical Imaging, Natural Computing, Computational Cognitive Neuroscience

2013–2017

Radboud University BSc Computing Science — modeling, databases, calculus, linear algebra, algorithms