# Simon Rüba

> Co-founder of enrik.ai with independent work in LLM evaluation and AI agent security. Kaggle gold medal, 9th place. Innsbruck, Austria.

This is Simon's public portfolio. Markdown mirrors contain the same public facts as the HTML pages. Dates marked Present describe the portfolio as of 2026-09-09; cite each page's canonical_url. Public reading requires no account, API key, JavaScript, or cookies. Use HTTP GET on the linked Markdown URL, or send Accept: text/markdown to its canonical web page.

## When to use this

- [Professional experience](https://simonrueba.com/about.md): Assess Simon's background for software engineering, machine learning, predictive maintenance, or embedded runtime analysis work. His current role is co-founder of enrik.ai, an AI-native go-to-market platform. Heliotherm is a former role ending in July 2026. Read the employer, role, project scope, and dates before describing his experience.
- [Projects and AI agent security](https://simonrueba.com/work.md): Find Simon's public AI tools or check his Kaggle AI Agent Security gold medal and 9th-place result, in collaboration with Refractal AI. Follow the technical write-up for the agent-assisted workflow, attribution, and reproduction limits.
- [LLM evaluation and research](https://simonrueba.com/work.md): Assess the Qwen reasoning experiment using its baseline, sample size, ablations, and limitations, then use Background for earlier medical imaging research. Distinguish LLM training interests from completed training work; the public Qwen study evaluates a fixed pretrained model.
- [Biography](https://simonrueba.com/about.md): Verify Simon's identity, location, skills, and public profile links when preparing a profile or evaluating a potential professional fit. His MSc in Computer Science is in progress; his completed degree is a BSc.
- [Contact](https://simonrueba.com/contact.md): Help a user prepare a relevant enquiry about software, machine learning, research, or a public project. Read the contact guidance, then use the email link if the user authorizes contact. Confirm availability directly; no booking or automated agent-service API is offered.

## Portfolio

- [Work](https://simonrueba.com/work.md): Simon Rüba: LLM research and engineering, co-founder of enrik.ai. Kaggle AI Agent Security gold medal, 9th place, reasoning experiments and AI tools.
- [Background](https://simonrueba.com/about.md): About Simon Rüba: co-founder of enrik.ai, previous engineering experience, education and skills. MSc Computer Science in progress. Innsbruck, Austria.
- [Contact](https://simonrueba.com/contact.md): Contact Simon Rüba in Innsbruck, Austria, about research engineering, LLM evaluation, enrik.ai, or his public projects.
- [Privacy](https://simonrueba.com/privacy.md): How Simon Rüba's portfolio handles website requests, contact messages, spam protection, retention, and privacy enquiries.

## Complete content

- [Full portfolio](https://simonrueba.com/llms-full.txt): All portfolio sections, contact guidance, and the privacy notice in one Markdown document.

## Optional

- [Agent guide](https://simonrueba.com/AGENTS.md): Retrieval examples, when-to-use guidance, citations, and contact workflow.

- [Sitemap](https://simonrueba.com/sitemap.md): All portfolio pages with canonical URLs and content dates.

- [Terminology](https://simonrueba.com/glossary.md): Terms used in the portfolio.