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Marek Rei
Lecturer in Machine Learning at Imperial College London - Co-Founder & Chief Scientific Officer at Transformative AI
Marek Rei is a Senior Lecturer (Associate Professor) in Machine Learning at Imperial College London.12 His research focuses on machine learning algorithms for language representation, transfer learning, semi-supervised learning, and multi-task optimization.1 Rei's work has been applied to various projects, including language assessment, grammar correction, automated document analysis, sustainability initiatives in industry, and predicting healthcare outcomes based on patient data.1
Career and Education
- Senior Lecturer at Imperial College London (October 2023 - present)2
- Lecturer at Imperial College London (October 2019 - October 2023)2
- Visiting Researcher at the University of Cambridge (October 2019 - present)2
- Co-founder and Chief Scientific Officer at Transformative AI (October 2016 - October 2023)2
- Senior Research Associate at the University of Cambridge (July 2016 - October 2019)2
- PhD in Computer Science from the University of Cambridge (2009 - 2013)2
- MPhil in Computer Speech, Text and Internet Technologies from the University of Cambridge (2008 - 2009)2
- BSc in Computer Science from Tallinn University of Technology (2005 - 2008)2
Research and Teaching
Rei's research interests include:
- Planning and reasoning with LLMs / ML models
- Explainability and uncertainty of LLMs / ML models
- Medical and healthcare models
- Information extraction and structuring
- Grammatical error detection and essay scoring3
He teaches courses on Natural Language Processing and Introduction to Machine Learning at Imperial College London.2 Rei also supervises PhD and Master's students on their research projects.2
Additional Roles and Achievements
- AI Advisor for Gotya Technologies and Esgrid Technologies3
- Provides consultancy services through Perception Labs3
- Member of various organizations, including the Estonian Centre of Excellence in Artificial Intelligence (EXAI) and the Association for Computational Linguistics (ACL)2
- Has organized several workshops and shared tasks in the field of NLP and machine learning2
Marek Rei has published numerous research papers and has been invited to give talks at various institutions and conferences.2 His work contributes to advancing the field of machine learning and natural language processing, with applications in education, healthcare, and business analytics.