Alexander Dickbauer

Background

About Alexander Dickbauer

I’m an AI and cybersecurity engineer with a passion for automating complex systems, optimizing model performance, and building secure, scalable tools. My work spans machine learning, DevOps, Atlassian development, and low-level performance engineering. In my free time, I build tools that go beyond proof-of-concept: • 2153% speedup in a model training pipeline using Deepspeed and task-aware scheduling (Thesis) • Deepfake detection pipeline outperforming state-of-the-art by 39.4% on the same dataset • 🧠 Genetic algorithm solver, C++ Python extensions, and a simple game engine with custom shaders • Voice2Voice translator: real-time deep learning pipeline + custom UI • Multi-GPU Docker setup for TTS training in HPC clusters Professionally, I own Jira/Confluence operations and automations, lead core data platform initiatives, and bring hands-on Python/C++ knowledge into secure, productive systems. I'm currently exploring LLM infrastructure, on-prem AI deployments, and the intersection of offensive security with adaptive ML defenses. Let’s connect if you’re into automating the boring stuff — securely, scalably, and with a bit of fun.