Gregor Beyerle
Machine Learning Engineer at Wiener Rotes Kreuz
Vienna, Austria
Summary
👤
Senior🎓
Top SchoolGregor Beyerle is a machine learning engineer and data scientist based in Vienna with 11 years of experience building research-driven ML solutions and production-grade software across healthcare, energy, and industrial domains. He blends deep technical skills in ML/DL, time-series systems, cloud engineering and .NET/Java backends with practical product delivery—having shipped predictive maintenance and scalable time-series platforms and contributed to VR, frontend and Azure-based analytics stacks. Currently driving ML research and applied engineering at Treetop Medical while volunteering as an EMT trainee, he brings a rare combination of medical domain exposure and hands-on emergency care perspective to healthcare ML. His academic background spans biomedical engineering and data science masters work, and he teaches and mentors at the university level, reflecting a strong commitment to knowledge transfer. Notably, he has practical HPC and IoT experience from integrating time-series software into high-performance environments, highlighting an ability to move models from prototype to operational, resource-constrained settings.
11 years of coding experience
10 years of employment as a software developer
Bachelor’s Degree Biomedical/Medical Engineering, Bachelor’s Degree Biomedical/Medical Engineering at Fachhochschule Technikum WienDr. med. univ. Medicine, Dr. med. univ. Medicine at Medical University of ViennaMaster of Science - MS Data Science, Master of Science - MS Data Science at FH Kufstein Tirol – University of Applied Sciences
German, English, Italian, Russian, Japanese
Stackoverflow
513reputation
11kreached
12answers
3questions
Github Skills (200)
type-system10
polymorphism10
relational10
dotnet10
reasoning10
relational-algebra10
logic10
database10
exchange-online10
interactive-programming10
java10
knowledge-representation10
declarative-programming10
query-language10
spring-boot10
Programming languages (18)
Github contributions (5)
WalternativE/Deedle.DotNet.Interactive.Extension
Oct 2020 - Jun 2022
Experimental dotnet interactive extension to display Deedle series and frames
Contributions:14 commits, 14 pushes, 1 branch in 1 year 7 months
WalternativE/Fornax
Jul 2018 - Oct 2020
Static site generator using type safe F# DSL to define page templates.
Contributions:22 pushes, 16 branches in 2 years 3 months
static-sitedsltype-safesite-generatordrone-ci
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