Hi, I’m Niklas!#
an ML / AI Engineer based in Munich with a passion for building intelligent systems end-to-end and at scale.
Currently, I’m part of the AI Engineering team at one of the biggest streaming & entertainment players in the German-speaking region of Europe, developing and scaling a langgraph-based RAG agent for content discovery serving millions of users.
What I do#
I focus on applied machine learning, generative AI, and system design, turning experimental ideas into robust, production-ready solutions.
Over the past years, I’ve:
- engineered retrieval pipelines, evaluation frameworks, and prompt experimentation tools for reproducible LLM workflows
- led the technical direction for a company-wide GenAI platform, empowering thousands of non-technical users to easily generate text, images and more
- designed testing suites and CI/CD infrastructure to ensure seamless deployment and reliability at scale
What fascinates me#
Tech, computers and robots have fascinated me since my childhood. I am therefore ecstatic to be living through the current era and witnessing how humanity starts developing towards my wildest Sci-Fi dreams - with humanoid (consumer) robots and ever-improving LLMs that make AI just feel natural and magical.
Current Tech Stack#
Frameworks
Infrastructure
Data Science
Tools
Beyond the code#
Outside of work and coding projects, I like to immerse myself in creative hobbies such as video- & retrogames, tabletop role-playing games like Dungeons & Dragons, but also playing electric guitar and doing some strength training.
Let’s connect#
If you like what I do, don’t be a stranger and feel free to reach out!
(and if you’re a recruiter for a cool tech company with open positions, feel free to download my CV as well)
Download CV