Hi, my name is

Simon Rüba

Software Developer & ML Engineer

I specialize in building intelligent systems and modern web applications, combining traditional software development with cutting-edge machine learning technologies.

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About Me

Hi and thanks for stopping by! My name is Simon Rüba. I'm a Software Developer and Machine Learning Engineer based in Innsbruck, Austria. I enjoy working on intelligent systems and web applications, with particular interest in AI and infrastructure improvements.

With a background in Computer Science from the University of Innsbruck, I'm fortunate to work at the intersection of software development and machine learning. I strive to contribute to practical AI solutions while maintaining robust and efficient systems.

Experience

Head of IT and Software

2023–Present

Heliotherm

  • Developing IT strategy and technology roadmap
  • Contributing to AWS AI Adoption Project, helping improve error detection
  • Working on infrastructure modernization initiatives
  • Implementing security measures and managing virtual environments
  • Collaborating with and supporting the IT team

Software Developer

2018–2023

Accemic Technologies GmbH

  • Contributed to CEDARtools® development for embedded systems
  • Worked on code coverage and system monitoring features
  • Developed solutions using C#, Java, C, and JavaScript
  • Participated in software testing improvements

Education

MSc Computer Science

2023

University of Innsbruck, Austria

Focus: Artificial Intelligence and Machine Learning

Thesis: Automated PGMI Scale Classification for Mammogram Quality Assessment using ConvNeXt Ensemble

Relevant Coursework:

Machine Learning · Computer Vision · Natural Language Processing · Robotics · Information Security · Network Security · Semantic Web · Data Engineering · Software Design · Development Processes · Formal Languages · Automata Theory

BSc Computer Science

2020

University of Innsbruck, Austria

Thesis: Automatic Semantic Kidney and Kidney Tumor Segmentation

Relevant Coursework:

Algorithms · Data Structures · Operating Systems · Databases · Software Design · Functional Programming · Project Management · Machine Learning · AI · Computer Graphics · Autonomous Systems · Internet Technology · Cryptology · Discrete Mathematics · Analysis · Logic · Computer Vision · Information Theory

Technical Skills

Programming Languages

Python · TypeScript · JavaScript · C# · Java · C · SQL

Machine Learning

PyTorch · TensorFlow · Computer Vision · Deep Learning · MLOps · Neural Networks · Model Optimization

Web Development

React · Next.js · Node.js · GraphQL · REST APIs · Tailwind CSS · TypeScript

Infrastructure & Tools

Git · Docker · AWS · Linux · CI/CD · VMware · Kubernetes · Terraform

Projects

Password Security Center

GitHub·Live Demo

A comprehensive web application for password security analysis and generation, built with React and TypeScript. Features include password strength assessment, secure password generation, and breach checking powered by Have I Been Pwned.

Key Features

  • ·Advanced password strength analysis
  • ·Secure password & passphrase generation
  • ·Password breach checking integration
  • ·Interactive security recommendations

Technologies Used

React · TypeScript · Next.js · Tailwind CSS · Have I Been Pwned API · Crypto APIs · Jest · Cypress

Contact

I'm always interested in hearing about new opportunities, collaborations, or just having a chat about technology and machine learning. Feel free to get in touch by sending me an email at simonrueba@gmail.com.

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