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See here my previous experiences and current education.
Basics
Name | Simon Mueller |
Label | MSc, Researcher @ UKB, Medical student @ UM |
s.mueller1995@gmail.com | |
Summary | Data scientist/researcher at University Clinic Bonn with a focus on applying deep learning solutions for image and video to ophthalmic data sources (e.g. retina background) in the AG Wintergerst. Medical student pursuing a MD at the University of Maastricht (finished in 2026). |
Work
- 2023.07 - 2023.09
- 2022.09 - 2023.07
Computer Science Tutor
Maastricht University - Faculty of Science and Engineering
Tutor for Data Structures & Algorithms, Software Engineering, Intelligent Systems, Introduction to Programming I & II.
- 2019.09 - Present
Research Assistant
University Clinic Bonn
Designing and implementing deep learning applications to predict disease (e.g. diabetic retinopathy or peripheral artery disease) from ophthalmic data. Conducting research and publishing paper in collaboration with hospitals in India and Nigeria.
- 2018.10 - 2019.09
Student Assistant
Fraunhofer Scai
Working in the Bioinformatics research area as software developer for machine learning applied to various biological and medical use-cases.
- 2017.10 - 2018.09
Student Assistant
German Aerospace Center (DLR)
Working with different data tracking and visualizing software projects to handle "Quantified Self" provenance data.
- 2017.05 - 2017.08
Bachelor Thesis - Development of a Hybrid Cloud Solution
IBM
IBM Storage Solutions: Development of a hybrid cloud setup using the distributed storage cluster software IBM Spectrum Scale in combination with IBM Cloud Object Storage and the cloud platform IBM Bluemix.
- 2017.01 - 2017.02
Internship as Software Consultant
IBM
Internship at the IBM Chicago Office doing an analysis of mobile and social tool usage
- 2016.05 - 2016.09
Internship as Front- and Backend Developer for IBM
IBM
Internship in the IBM Healthcare Innovation Team developing a nodejs backend for demo management and migrating a machine learning application to a public cloud infrastructure
- 2015.04 - 2016.02
Internship as Software Developer for a automated test suite
IBM
Internship at REWE Systems Cologne developing a automated testing suite for android and creating a virtual reality showcase. In the second part of the internship I worked on a cross platform mobile application for market monitoring.
- 2014.11 - 2014.12
Internship as Webdeveloper for the club "Schach für Kids"
IBM
Producing a website, documentation & strategy for the development of a NodeJS-based web-application that introduces children to the game of Chess. With a two person team we designed a prototype (proof-of-concept) including back- and front-end. The result could be seen @CeBIT2015, displaying a use case of IBM's BlueMix cloud platform. After continued work throughout the following year(s), the web-app is now fully functional and in productive use.
- 2014.09 - 2017.09
Volunteer
- 2021.07 - 2021.07
- 2018.09 - 2021.10
Education
-
2023.09 - 2026.06 -
2020.09 - 2023.07 -
2017.12 - 2020.12 -
2014.12 - 2017.12 Bachelor of Applied Science - BASc
Baden-Wuerttemberg Cooperative State University (DHBW)
Higher Education
Awards
- 2021.07.31
Masterarbeitspreis
Bonner Informatik Gesellschaft e.V.
Am 9. Juli 2021 hat die Bonner Informatik Gesellschaft e.V. zum sechsten Mal einen Preis für herausragende Abschlussarbeiten verliehen. Die ausgezeichneten Arbeiten stammten aus den Jahren 2018, 2019 und 2020.
Certificates
Rettungshelfer NRW | ||
Deutsches Rotes Kreuz e.V. | German Red Cross |
Deep Learning Spezialisierung | ||
Coursera |
Machine Learning | ||
Coursera |
Neural Networks and Deep Learning | ||
Coursera |
Publications
-
2022.01.26 Multiple instance learning detects peripheral arterial disease from high-resolution color fundus photography
Scientific Reports
In this explorative study a deep attention-based Multiple Instance Learning (MIL) architecture is used to capture retinal imaging biomarkers on CFP images of 135 examinations.
-
2020.11.20 Automated Detection of Diabetic Retinopathy from Smartphone Fundus Videos
International Workshop on Ophthalmic Medical Image Analysis
Skills
Full-Stack Development |
Education |
Telephone Triage |
Medical Communications |
Cloud Computing |
C++ |
Machine Learning Algorithms |
Medical Assisting |
Data Visualization |
Representational State Transfer (REST) |
PyTorch |
Python (Programming Language) |
Epidemiology |
R (Programming Language) |
Java |
First Aid |
Applied Machine Learning |
Machine Learning |
Sklearn |
OpenGL |
OpenCV |
SPSS Statistics |
Node.js |
Web Development |
Scientific Writing |
Agile Methodologies |
PHP |
Artificial Intelligence (AI) |
Deep Learning |
Scientific Presentation |
JavaScript |
Software Development |
Programming |
C |
SQL |
Bioinformatics |
Computer Vision |
University Teaching |
Microsoft Office |
Languages
Dutch | |
Full Professional |
English | |
Full Professional |
German | |
Native Speaker |