I build intelligent systems that understand and process human language.
I am a Master's student at Humboldt-Universität zu Berlin with a profound passion for Artificial Intelligence. My journey has taken me from an initial degree in Computational Engineering to over two years of professional experience as a Full-Stack Developer at the Fraunhofer Institute (IPK), and now to a deep specialization in NLP. At Fraunhofer, I had the opportunity to contribute to high-impact projects, including developing the first prototype for the EU's digital battery passport.
My core interest lies in Transformers and Large Language Models. I thrive on reading research papers and working on projects that explore the frontiers of machine reasoning and language processing. I am currently working on my Master's Thesis and actively seeking a full-time role where I can apply my passion for Machine Learning and NLP.
Artificial Intelligence & Machine Learning
Web & Software Development
Developer Tools & Platforms
Here are some of my projects that showcase my skills and interests.
| Project | Description | Technologies Used |
|---|---|---|
| Study: Robustness & Reasoning in Small Language Models | Investigated how reasoning-enhancement techniques (e.g., STaR finetuning, Plan-and-Solve prompting) can enable a 1B parameter model to outperform a 3B model on complex reasoning tasks like GSM8K. | PyTorch, Hugging Face, NLP, LLM Evaluation |
| Project Medallion: Quantitative Trading Engine | Building a quantitative trading engine from scratch to identify and exploit market inefficiencies using statistical models and machine learning, inspired by Renaissance Technologies. | Python, Machine Learning, Quantitative Finance, Backtesting |
| Automatic Fruit & Vegetable Detection System | A real-time computer vision system using MobileNetV2 that identifies produce and improves continuously through an interactive user feedback loop for dataset augmentation. | TensorFlow, OpenCV, Keras, Python, Computer Vision |
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🎓 M.Sc. in Artificial Intelligence (Erasmus Exchange)
University of Barcelona, Spain | February 2025 - June 2025
Focus: Advanced NLP, Deep Learning
Skills:Advanced NLP,Multi-Agent System Design,Deep Learning -
🎓 M.Sc. in Computer Science
Humboldt University of Berlin, Germany | April 2023 - December 2025
Focus: Natural Language Processing. GPA: 1.7 (equivalent to ~3.3 GPA in the US system)
Skills:Natural Language Processing,Machine Learning,Business Process Automation,Process Mining,Deep Learning -
👨💻 Bachelor Thesis
Fraunhofer IPK, Berlin, Germany | January 2023 - April 2023
Designed and developed the first prototype for the upcoming EU Digital Product Passport for traction batteries, set to launch in 2027.
Skills:Software Engineering,Docker,BPMN -
👨💻 Full Stack Developer
Fraunhofer IPK, Berlin, Germany | September 2022 - January 2025
Back- and Frontend development using the MERN stack, maintenance and enhancement of the main software 'process assistant' (including integration of RAG chatbots), and agile collaboration within a Scrum team.
Skills:Full-Stack Development,MERN Stack,Software Engineering,Project Management,Scrum,CI/CD -
👨💻 Web Developer
HTW Berlin, Germany | June 2021 - August 2022
Core team member for the implementation of an improved campus management system.
Skills:Web Development -
🎓 B.Sc. in Computational Science and Engineering
HTW Berlin, Germany | April 2020 - July 2023
Focus: Software Engineering and Embedded Systems. GPA: 1.5 (equivalent to ~3.5 GPA in the US system)
Skills:Database Systems,Embedded Systems,Mechatronics,Software Engineering,Algorithms & Data Structures,Project Management -
🌍 Volunteer - Biodiversity Contact Person
Greenpeace, Mainz, Germany | August 2019 - March 2021
Served as Biodiversity contact person for environmental initiatives.
I'm always open to discussing new projects, creative ideas, or opportunities to be part of an ambitious vision. Feel free to connect with me!