معرفی
Marek Rei is an Associate Professor of Machine Learning at Imperial College London and a Visiting Researcher at the University of Cambridge. He serves as an AI Advisor for Locai Labs and Esgrid Technologies, while providing consultancy through Perception Labs.
- PhD in Minimally supervised dependency-based methods for natural language processing (University of Cambridge, 2013)
- MPhil in Computer Speech, Text and Internet Technology (University of Cambridge Computer Lab, 2008-2009)
- Bachelor's in Creating a Model for Audiovisual Speech in Estonian (Tallinn University of Technology)
His research spans Machine Learning and Natural Language Processing, focusing on planning and reasoning with LLMs, model explainability, medical data modeling, information extraction, and grammatical error correction. Recent publications highlight trends in LLM robustness, membership inference, medical NLP, and corporate sustainability analytics.
Scientific accolades include the Best Paper Award at the IEEE Conference on Secure and Trustworthy Machine Learning (SaTML 2025). Collaborative work with institutions like Microsoft (via SwiftKey acquisition) and contributions to neural sequence labeling frameworks demonstrate his technical and industry impact.
