L O A D I N G

About

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
Download CV

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

  • 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

  • Full Stack Developer

    07-2020 - 12-2020 Medical University of Graz

    Topics: Development of a Biobanking App Store

  • Student Assistant

    10-2019 - 06-2020 University of Leoben

    Topics: Deep Learning for Anomaly Detection in Time Series Data

  • Student Assistant

    10-2019 - 06-2020 Materials Center Leoben

    Topics: Embedded Systems

  • 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

  • Production Worker

    07-2017 - 09-2017 Mayr-Melnhof Karton AG

  • Production Worker

    03-2016 - 09-2016 Mayr-Melnhof Karton AG

  • Military Service

    09-2015 - 03-2016 Austrian Armed Forces

  • Production Worker

    07-2015 - 09-2015 Mayr-Melnhof Karton AG

    Production Worker

  • Practical Training

    08-2014 Austrian Institute of Technology

    Research work on genetic diversity in spruce populations

  • Practical Training

    07-2014 Mayr-Melnhof Forst

    Topics: Forestry

  • Practical Training

    07-2013 - 08-2013 Mayr-Melnhof Forst

    Topics: Forestry

  • Practical Training

    07-2012 - 08-2012 Mayr-Melnhof Forst

    Topics: Forestry

  • Production Worker

    07-2011 - 08-2011 Gaulhofer GmbH

Education

  • PhD Student, Computer Science

    02-2021 - present University of Graz, Austria

    Topics: Remote Sensing, Deep Learning, Front-End Development

  • Master's Degree Mechanical Engineering

    11-2019 - 12-2020 University of Leoben, Austria

    Topics: Deep Learning, Anomaly Detection, Variational Autoencoders

  • Bachelor’s Degree in Mechanical Engineering

    09-2016 - 11-2019 University of Leoben, Austria

  • Federal Secondary College for Forestry

    09-2010 - 06-2015 Bruck/Mur, Austria

Programming Language Skills

Python

90%

HTML/CSS

80%

JavaScript

80%

Matlab

90%

C++

30%

Programming Framework Skills

Pytorch

90%

Django

70%

Vue.js

80%

Docker

70%

Anaconda

90%

Grafana

60%

PostgreSQL

50%

Linux

60%

Git

80%

Jupyter

90%

FastAPI

40%

Portfolio

Joint Energy-Based Modelling
Deep Learning

Joint Energy-Based Semantic Segmentation

2023
Institute of Computer Graphics and Vision, Graz University of Technology and Institute of Biology, University of Graz
Embedded Systems
Embedded Systems

Climate Measurement Setup in the Amazon Rainforest

2023
Amazon Tall Tower Observatory, Brazil
Embedded Systems
Embedded Systems

Mobile Gas Measuring Station in Namibia and South Africa

2023
Soebatsfontein, South Africa and Namib Rand Nature Reserve, Namibia
Webapp
Front-End Development

Deep Learning Webpage

2023
Institute of Computer Graphics and Vision, Graz University of Technology and Institute of Biology, University of Graz
Semantic Segmentation
Deep Learning

Semantic Segmentation Model

2022
Institute of Computer Graphics and Vision, Graz University of Technology and Institute of Biology, University of Graz
Bio Database, Webapp
Full Stack Development

Biobanking App Store

2020
Medical University of Graz
Deep Learning
Deep Learning

Variational LSTM Autoencoder for Anomaly Detection

2020
University of Leoben
Grafana
Embedded Systems

Embedded Mobile Device for Gas Measurement

2019
Materials Center Leoben GmbH
Computer Vision
Computer Vision

Image-Based Quality Assurance Software

2019
Pankl Racing Systems AG

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