Work
Research papers, software, and miscellaneous projects that deserve a mention
Tags20
HackSynth
HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing
An LLM agent that attempts penetration-testing challenges on its own, plus a framework to evaluate how well it does.
Cooking Assistant
A cooking assistant with a Kotlin/Spring backend, Python AI services, and a deployment and observability stack built for a TUM DevOps course.
EdenMod and its infrastructure
A Fabric mod connecting our Wynncraft guild to Discord, with account verification, guild-management tools, verified updates and a NixOS-hosted backend.
HackSynth-GRPO
Improving LLM Agents with Reinforcement Learning on Cryptographic CTF Challenges
Teaching a small LLM agent to solve cryptographic CTF challenges with reinforcement learning, instead of only prompting it.
TikZ-UMLD
Modernising a LaTeX package for drawing UML diagrams with TikZ, because I would rather draw them inside LaTeX than in an external tool.
Safarimacik
A Godot game built with two teammates for the Software Technology course, accepted into its Hall of Fame.