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General Information
| Full Name | Daniel Probst |
| Date of Birth | 18th June 1985 |
| Languages | English, Swiss German, German, French |
Education
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2020
PhD in Chemistry and Molecular Sciences
University of Bern, Bern, Switzerland
- Research Group of Prof. Jean-Louis Reymond
- Graduated summa cum laude
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2016
MSc in Bioinformatics and Computational Biology
University of Bern, Bern, Switzerland
- With a focus on biology due to a backgrounbd in computer science
- Required 40 additional credits due to transfer from University of Applied Sciences
- Graduated insigni cum laude
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2013
BSc in Computer Science
University of Applied Sciences, Biel, Switzerland
- Specialization in computer perception, virtual reality, and artificial intelligence with a focus on image processing and computer graphics
- Graduated best of year
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2009
Professional Baccalaureate
Gewerblich-Industrielle Berufsschule Bern gibb, Bern, Switzerland
- Specialization in technology and mathematics
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2007
Federal VET Diploma in Information Technology
Die Mobiliar / Gewerblich-Industrielle Berufsschule Bern gibb, Bern, Switzerland
- Apprenticeship
- Best national practical thesis
Experience
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2022 - now
Postdoctoral Researcher
École polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland
- In the group of Prof. Pierre Vandergheynst (LTS2). My research is largely independent with a focus on the intersection of chemistry, biology, and computer science.
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2020 - 2022
Permanent Research Staff Member
IBM Research, Rüschlikon, Switzerland
- Accelerated Discovery Group, Dr. Teodoro Laino. The research focuses on the reasoning on domain specific data in the chemistry/material domain, in order to build models that help in the design of new materials.
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2015 - 2016
Assistant
University of Fribourg, Fribourg, Switzerland
- During my Masters, I was working in the Wegmann Lab (Prof. Daniel Wegmann), implementing a machine learning solution using C++ for the detection of animals in photos taken by camera traps of the Chinco Project in the Central African Republic.
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2012 - 2015
Web Developer
headIT GmbH, Bern, Switzerland
- headIT was founded as a spin-off from the Graffenried AG. I was developing websites based on .NET and node.js for a variety of external customers.
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2009 - 2015
Application Developer
Graffenried AG, Bern, Switzerland
- During my stay at the Graffenried AG, I maintained legacy PHP / MySQL applications while developing a new suit of business applications based on the .NET framework with MSSQL and RavenDB as backends.
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2007 - 2009
Systems Engineer
Die Mobiliar, Bern, Switzerland
- While studying for the professional baccalaureate, I continued working 60% at Die Mobiliar in the Systems Engineering team and developed an application to monitor the status of the company’s IT systems.
Honors and Awards
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2022
- Sandmeyer Award of the Swiss Chemical Society for the "important scientific breakthrough in the digitalization of synthetic organic chemistry that helps to improve digital workflows with state-of-the-art machine learning technologies." as part of the RXN for Chemistry project team
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2020
- Best PhD thesis of the year.
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2013
- Graduated top of the year from Bern University of Applied Sciences.
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2009
- Best practical thesis (Federal VET diploma in information technology) nationwide.
Technical Experience
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Machine Learning
- Gradient boosting, approximate nearest neighbour searching, neural networks (including transformers, graph neural networks, ...), explainable AI, feature engineering, and more
- PyTorch, TensorFlow, scikit-learn, ...
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Application Development
- C/C++, Golang, C# / .NET, JAVA, Python, R, Perl
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Web Development
- HTML, CSS, JavaScript / TypeScript / Node.js, Ruby, UI / UX design
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Other
- Image processing, Blender, Unity, LATEX, TensorFlow, Shader programming (OpenGL/GLSL)
Other Interests
- Hobbies: Ice hockey, field hockey, squash, guitar, piano, podcasting, science fiction literature, astrophotography