Full-stack AI engineer and hobbyist writer specializing in RAG architectures and scalable ML infrastructure. Based in Bydgoszcz, Poland.
I'm a full-stack AI engineer with over 5 years of hands-on experience building ML and AI-based solutions. When I'm not writing code, I'm writing essays — exploring the intersection of philosophy, theology and sociology.
Every data tells a story. I build the digital layers that make sense of that data. As a Full-Stack AI Engineer, I don't just build models; I build the infrastructure—Dockerized, hosted, and ready for production.
Beyond the IDE, I’m deeply invested in my local community. Whether it’s collaborating with NGOs or navigating municipal structures to improve urban life, I believe technology should serve the public good.
Utilizing LLMs and ML techniques for data analysis, serving AI-based apps and services.
Productization of AI and ML workflows via containerization and cloud orchestration.
Deploying and maintaining infrastructure, containerization & monitoring on cloud.
Leveraging GIS and Computer Vision backgrounds for municipal and social impact.
On salvation