Experience

Aug 2025–present
orq.ai AI Research Engineer
  • Built the red-teaming module of the evaluation library: framework-agnostic targets, agent simulation and a simplified API, now used to surface vulnerabilities in customer agents
  • Redesigned the PII detection service around jurisdiction-based recognizers, and consolidated its keyword-matching logic onto one shared implementation
  • Maintain the CLI toolchain: auth profiles, project workflows, a self-updating terminal assistant, and normalized trace rendering
  • Agent evaluation: aligning LLM judges against human labels, multi-turn agent simulation, and OpenTelemetry capture of coding-agent traces
May 2024–Jul 2025
ING (through Sytac) Senior Consultant / Senior AI Engineer
  • Tech lead for MLOps in Global Financial Crime & Fraud Prevention, including Airflow DAG parameterization across countries
  • Built detection and forecasting for reliability events from Track-and-Trace logs, processing 1TB out of memory with Polars
  • Rewrote the RAG ingestion pipeline for a sustainability peer-review app: 5× faster, with better extraction quality
  • Ran day-long hackathons and teaching sessions on testing, pre-commit and merging strategy, and 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, matching investor parties to new issuances
Sep 2019–Nov 2021
OneTwoModel CTO & Co-founder
  • Co-founded a startup building products for the modelling industry, splitting responsibility for the value proposition and product development
  • Stack: AWS (ECS, EC2), Airflow, Docker, Keras/TensorFlow, NLP tokenization & word embeddings

Volunteering

Sep 2024–present
Agentic AI Foundation (Linux Foundation) Amsterdam Chapter Lead / Organiser
  • Run the Amsterdam chapter: speaker curation, sponsor partnerships, venue hosting, roughly 10 events a year
  • Hosted at ABN AMRO, ING, Adyen, Xomnia, JetBrains and AI House Amsterdam. The Y Combinator special drew 328 attendees, and recent editions fill to a waitlist

Education

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)

Publications