Stefan Herdy
About
Full Stack Developer
Hello! I’m Stefan Herdy. I am an open-minded person with strong interest in software development and a special focus on remote sensing, machine learning and front-end development. In my current position, I develop user-friendly image processing software and act as an IT expert for creating and maintaining various measurement systems for biomonitoring. For a more detailed description of my skills, please visit my GitHub page.
- Name Stefan Herdy
- Age 28 Years
- Email stefan.herdy@uni-graz.at
- Phone +43 316 380 - 5655
- Address Holteigasse 6, 8010 Graz
Expertise
Web Development
I am currently developing a Deep Learning Webpage with Vue.js and Django. This website is going to help scientists to easily train and use our semantic segmentation models.
Machine Learning
Deep Learning using PyTorch makes very much fun! I have implemented several projects in the field of discriminative as well as generative modeling.
Data Science
My special focus lies on Computer Vision and anomaly detection. My developed software programs are in daily use at various companies.
Embedded Systems
I have realized embedded projects for various research organizations and companies. The main focus here was on measuring systems for gas measurement and various climate data.
Companies and Institutions
Resume
Experience
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Data Scientist, Software Developer and PhD Student
02-2021 - present Institute of Computer Graphics and Vision, Graz University of Technology and Institute of Biology, University of Graz
Topics: Remote Sensing, Deep Learning, Front-End Development
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Full Stack Developer
07-2020 - 12-2020 Medical University of Graz
Topics: Development of a Biobanking App Store
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Student Assistant
10-2019 - 06-2020 University of Leoben
Topics: Deep Learning for Anomaly Detection in Time Series Data
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Student Assistant
10-2019 - 06-2020 Materials Center Leoben
Topics: Embedded Systems
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Practical Training
08-2019 - 09-2019 Pankl Racing Systems AG
Topics: Data analysis and image processing in production
-
Practical Training
07-2018 - 08-2018 TOMO TEC Moosbrugger GmbH
Topics: Product Management
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Production Worker
07-2017 - 09-2017 Mayr-Melnhof Karton AG
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Production Worker
03-2016 - 09-2016 Mayr-Melnhof Karton AG
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Military Service
09-2015 - 03-2016 Austrian Armed Forces
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Production Worker
07-2015 - 09-2015 Mayr-Melnhof Karton AG
Production Worker
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Practical Training
08-2014 Austrian Institute of Technology
Research work on genetic diversity in spruce populations
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Practical Training
07-2014 Mayr-Melnhof Forst
Topics: Forestry
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Practical Training
07-2013 - 08-2013 Mayr-Melnhof Forst
Topics: Forestry
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Practical Training
07-2012 - 08-2012 Mayr-Melnhof Forst
Topics: Forestry
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Production Worker
07-2011 - 08-2011 Gaulhofer GmbH
Education
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PhD Student, Computer Science
02-2021 - present University of Graz, Austria
Topics: Remote Sensing, Deep Learning, Front-End Development
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Master's Degree Mechanical Engineering
11-2019 - 12-2020 University of Leoben, Austria
Topics: Deep Learning, Anomaly Detection, Variational Autoencoders
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Bachelor’s Degree in Mechanical Engineering
09-2016 - 11-2019 University of Leoben, Austria
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Federal Secondary College for Forestry
09-2010 - 06-2015 Bruck/Mur, Austria
Programming Language Skills
Python
HTML/CSS
JavaScript
Matlab
C++
Programming Framework Skills
Pytorch
Django
Vue.js
Docker
Anaconda
Grafana
PostgreSQL
Linux
Git
Jupyter
FastAPI
Portfolio
Contact
Get In Touch
I'm happy to get in contact with you for more information!
- Phone+43 316 380 - 5655
- AddressHolteigasse 6, 8010 Graz, Austria
- E-mailstefan.herdy@uni-graz.at