Andrei Margeloiu I'm an AI researcher at Project Prometheus, working to fundamentally change how we design and engineer the physical world using AI. Before, I was a Quantitative Researcher at Citadel, focusing on the foreign exchange (FX) markets. During my previous internship at Citadel in 2023, I developed and deployed a trading algorithm used to take positions worth over €100 million. I hold a PhD in Machine Learning from the University of Cambridge, where I proposed a novel method for making Neural Networks the go-to approach for Tabular datasets (e.g., spreadsheets, time series, databases). I initiated new directions to mitigate overfitting and to generate and augment tabular data, and my research has been published in top machine learning conferences, including NeurIPS, ICML, AAAI, and TMLR. I seek to pursue excellence, and my academic results have been recognised several times: • 2024: Best Romanian Student of the Year Abroad, awarded for academic excellence by LSRS • 2024: Best Romanian PhD Student in the UK, awarded by the Ambassador of Romania in the UK • 2018: Top 3 Romanian Undergraduate Students in Europe, awarded by LSRS • 2017: Best Romanian Bachelor’s Student in the UK, awarded by t
Member of Technical Staff
PhD in Machine Learning
Research Scientist Intern
Director of Venture Capital Fund
Master's studies in software
Bachelor's studies in software
