I am an independent researcher and a tax lawyer. I work on making AI retrieval reliable where a wrong answer has a cost.
My background is tax law, and I work in international tax and the taxation of investments. For ten years I have also written code: NLP, machine learning, and quantitative trading algorithms on QuantConnect. I now research how retrieval systems fail in law, tax and finance.
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Research
- What doesn't match matters more. CRANE: Calibrated Retrieval with Adversarial Negative Evidence. Why retrieval for law, medicine and finance has to represent what a document does not answer.
Publications
- The European Financial Transaction Tax: Update. doi:10.59403/1zbd8fm
- The European Financial Transaction Tax: The New Reality. doi:10.59403/1g0r20p
- Tax Treatment of Derivatives - Belgium. doi:10.59403/3czkktm
- The European Court of Justice in Banco Bilbao: You can't have your cake and eat it too. doi:10.59403/2699mrz
- The European Financial Transactions Tax: Issues for Derivatives, Structured Products and Securitization. doi:10.59403/3htfm5b, KU Leuven record
- Kroniek Internationaal Belastingrecht 2011. doi:10.5281/zenodo.23135041, KU Leuven record
- Tienjarige verjaringstermijn bij onderwaardering van erfgoederen in andere lidstaat strijdig met Europese regels. doi:10.5281/zenodo.23135039, KU Leuven record
- Geen belastbare dienst bij overdracht schuldvorderingen aan marktwaarde? Hof van justitie in GFKL. doi:10.5281/zenodo.23135094, KU Leuven record
- Rechtsbescherming in staatssteunregulering: een kritische blik. doi:10.5281/zenodo.23135076