Projects

Open source

• Helios — Open-source CLI for estimating and attributing AI development cost by feature branch.

Community

• Whale — Startup community in the Netherlands hosting events, founder talks, and technical sessions.

• cron.pm — Curated meetup series for engineers, technical founders, and researchers in Amsterdam.

Academic Work

• Situating Explainable AI in the socio-technical context — MSc thesis (TU Delft, 2022). Operationalizing explainability for ML decision support using a system-safety lens.

• Intersectional Fairness in Income Prediction — Intersectional fairness study comparing pre-, in-, and post-processing mitigation on income classification.

• Bias Mitigation Plan for Income Prediction — Project plan for measuring and mitigating bias in income prediction on the Adult dataset.

• Fairness in Recidivism Prediction — Fairness audit of recidivism prediction with mitigation techniques and parity/opportunity comparisons.

• Explainability in Power Plant Prediction — Hands-on explainability analysis for power plant energy prediction using regression, EBM, LIME, and SHAP.

• Artistic Style Transfer with GANs — Research on artistic style transfer with DCGAN and CycleGAN, focused on Bob Ross' style.

• Handwritten Digit Classification — Evaluation of feature engineering and model selection strategies for handwritten digit recognition.

• Deceptive Hotel Review Detection — Comparative study of text classification methods to detect deceptive hotel review spam.

• P2P Solar Energy Marketplace Design — Design and governance blueprint for a peer-to-peer solar energy marketplace in The Hague.