Dr. Raphael Reinauer
Angestellt, Senior Research Scientist, Lilt
Lausanne, Schweiz
Über mich
I believe in the power of AI, and I want to use my background in mathematics and physics to help improve its accuracy and usefulness for society. I have experience in both applied and theoretical machine learning, and I am one of the core developers of the open-source library Giotto-deep. My experience includes developing new Transformer models in NLP, point cloud classification, and graph neural networks. I hope to continue learning and developing my machine learning and programming skills to further my career.
Werdegang
Berufserfahrung von Raphael Reinauer
Bis heute 1 Jahr und 11 Monate, seit Nov. 2022
Senior Research Scientist
Lilt
Lilt is the leading AI solution for enterprise translation. Our stack, made up of our Contextual AI Engine, Connector APIs, and Human Adaptive Feedback, enables global organizations to adopt an optimal AI translation strategy. As a Senior Research Scientist at Lilt, I work on machine translation, domain adaptation techniques, word alignment, and grammatical error correction. I am also responsible for production maintenance and debugging and provide code reviews.
- I collaborate with the Lausanne-based start-up L2F to use topology to investigate the explicability of deep learning. Additionally, I have a partnership with Armasuisse on anomaly detection for spatiotemporal graph data like social media data using large language models like BERT - I am one of the core developers of the open-source library Giotto-deep, which integrates topological tools to study and enhance deep learning models - I supervised students on applied topological data analysis and deep learning
* Computational stable homotopy theory using Python and SAGE * Supervision of theses of students
2 Monate, Feb. 2012 - März 2012
Internship Project
Daimler AG
Internship at Daimler for Voice Assistant Systems at the Daimler Research Center. Programming in C++, PHP and Javascript.
Ausbildung von Raphael Reinauer
5 Jahre, Okt. 2015 - Sep. 2020
Mathematics
Westfälische Wilhelms-Universität Münster
* Computational stable homotopy theory using Python and SAGE * Supervision of theses of students * Teaching activities: Supervision of lectures and exercise groups, organize seminars * I organized the YMIAPHD (Young Mathematicians In A PhD Meeting) in Wangerooge, Germany, with (with Jonas Stelzig): a semi-annual meeting of PhD students of the Sonderforschungsbereich (SFB) 878 - Groups, Geometry & Actions, Department of Mathematics and Computer Science, University of Münster.
3 Jahre und 1 Monat, Okt. 2012 - Okt. 2015
Mathematics and Physics
Westfälische Wilhelms-Universität Münster
Activities and societies: Scholarship by the German Academic Scholarship Foundation (Studienstiftung des deutschen Volkes)
2 Jahre, Okt. 2010 - Sep. 2012
Mathematics and Physics
Universität Ulm
Activities and societies: Scholarship by the German Academic Scholarship Foundation (Studienstiftung des deutschen Volkes) stochastics, numerics, graph theory, computer science, partial differential equation, functional analysis
3 Jahre, Okt. 2007 - Sep. 2010
High School Students at University
Universität Ulm
Program for math-proficient students in grades ten and above to participate in regular courses and take module exams at the university.
Sprachen
Deutsch
Muttersprache
Englisch
Fließend
Französisch
Grundlagen