Alwin J. Schuster

About me

General:

Name: Alwin Julian Schuster (Alwin J. Schuster)
Date and place of birth: 7 February 2003, Vienna (Austria)
Place of residence: Klagenfurt, Carinthia, Austria
Nationality: Austrian
Native language: German
Foreign language: English [94 Points on TOEFL iBT® Test]
Driving license: Austrian B license
Drone license: European open-sub-category A1/A3 license, American Recreational UAS Safety License
Travels abroad: USA, UK, France, Iceland, Croatia, Italy, Greece, Germany, Malta, Portugal, Turkey
Hobbies: Programming/IT, Electronics, Photo and Video Editing, Cooking
Sports: Taekwondo, Tennis, Skiing, Workouts

Computer Skills:

Programming languages:

Python
JavaScript / TypeScript
Java
C#

Machine Learning:

Reinforcement Learning
Supervised Learning

Design languages:

HTML
CSS / SCSS
XAML

Databases:

MySQL / PostgreSQL
MongoDB

Hardware:

Raspberry Pi
Arduino

Deployment and Tools:

Git / DevOps
Docker
Kubernetes / OpenShift

Photo, Video, and Model Editing / Documentation:

Adobe Photoshop
Adobe AfterEffects
Cinema 4D
Fusion 360
Solidworks
Autodesk Eagle
Microsoft Office
Markdown / AsciiDoctor

Honors:

Awards:

Certificates:

Experience:

Specialist Infineon Cloud Platforms

September 2022 - Present

Independent Machine Learning Project Lead

September 2021 - August 2022

  • Developing an OCR (Optical Character Recognition) system
  • Leading a team of 5 developers
  • Agile development of machine learning systems in Python

Website Administrator

April 2018 - August 2022

  • Keeping website up-to-date
  • Implementing new features and pages
  • Preparing, editing, and uploading new projects
  • Performing search engine optimization (SEO)

Machine Learning Researcher

July 2021

  • Implemented, researched, and trained a synthetic XML data generation system based on Generative Adversarial Networks (GANs)
  • Implemented, researched, and trained multiple neural networks for quality assurance of documents
  • Led the first two machine learning projects at DocuMatrix
  • Developed machine learning systems in Python using agile methods

Independent Machine Learning Project Lead

October 2020 - June 2021

  • Developed an OCR (Optical Character Recognition) system/li>
  • Led a team of 5 developers
  • Agile development of machine learning systems in Python

Machine Learning Intern

July 2020

  • Developed agile software in Python for abstract, self-learning systems in a team of 9 developers.
  • Participated in an international Reinforcement Learning Competition, organized as part of the NeurIPS 2020 conference.
  • Prepared machine learning training runs of the developed systems and load balancing on a K8s cluster.
  • Worked with state-of-the-art reinforcement learning techniques such as Action Masking, Shielded Learning, Dictionary Observation and Action Spaces, etc.

Machine Learning Intern

August 2019

  • Developed agile software in Python for abstract, self-learning systems.
  • Controlled robotic arm with reinforcement learning.

Education:

2022
2017
2013
2009
2005
2003
2017 - 2022HTL Spengergasse, 1050 Vienna, Austria
Computer science department
Matura GPA of 1.0 (Best possible grades in all subjects)
2013 - 2017Bundesrealgymnasium Waltergasse, 1040 Vienna, Austria
(Secondary school)
2009 - 2013Volkschule St. Elisabethplatz, 1040 Vienna, Austria
(Elementary school)
2005 - 2009Montessori-Kinderhaus Sezutu, 1040 Vienna, Austria
(Kindergarten)
2003Appeared on earth