About

Professional background

• 2021-present: Staff Machine Learning Engineer @ Moonfire
• 2020-2021: Machine Learning Engineer @ BenevolentAI
• 2017-2020: Machine Learning Engineer @ Kortical
• 2012-2016: Economist @ Frontier Economics

Education

• 2016-2017: MSc Machine Learning @ University College London
• 2011-2012: MSc Economics @ London School of Economics
• 2008-2011: BSc Economics @ Maastricht University

Publications

• Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval. M. Wiatrak, E. Arvaniti, A. Brayne, J. Vetterle, and A. Sim. 2022. LOUHI workshop colocated with EMNLP.
• Venture Capital Portfolio Construction and the Main Factors Impacting the Optimal Strategy. F. Farina, M. Arpaia, H. Khing, J. Vetterle. 2023.