Data Scientist · AI Engineer · Berlin
Transforming complex data into intelligent solutions. A Data Scientist turned AI Engineer with 7+ years building ML, statistical modelling, and Generative AI applications — from RAG pipelines and agentic workflows to multi-agent systems.
Core Expertise
Transforming complex data challenges into intelligent solutions through cutting-edge AI technologies and innovative approaches.
Developing and fine-tuning LLMs for specific domain applications, prompt engineering, and context optimization.
Building and optimizing neural networks for computer vision, NLP, and multimodal applications.
Streamlining ML workflows from experimentation to production with robust CI/CD pipelines.
Selected Work
Innovative AI solutions that push the boundaries of what's possible with machine learning and data science.
Submit a YouTube link, video, audio, or text. A real neural encoding model predicts which 368 brain regions activate, millisecond by millisecond, across vision, language, and sound.
A platform connecting food lovers with talented home chefs in Berlin, featuring verified chefs and diverse cuisines.
Writing
Deep dives into AI research, practical tutorials, and insights from the cutting edge of machine learning.
AI agents are revolutionizing automation by combining reasoning, tool use, and memory to accomplish goals independently. This guide breaks down the core components you need to transform AI from passive assistant to active problem-solver.
Multi-Head Latent Attention (MHLA) reduces KV Cache size by projecting inputs into a smaller latent space, caching only one compact matrix instead of separate keys and values for each head. Unlike MQA or GQA, it still generates distinct keys and values per head using head-specific projections, preserving performance while cutting memory use by over 50x in models like DeepSeek.
Let's Build Together
Let's collaborate on innovative AI solutions that drive real impact. From concept to deployment, I'll help you harness the power of machine learning for your unique challenges.
