I build things
for digital world
& write about them.
Full-stack AI engineer and hobbyist writer specializing in RAG architectures and scalable ML infrastructure. Based in Bydgoszcz, Poland.
The person behind
the code & prose
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.
Tools & expertise
Generative AI & RAG
Utilizing LLMs and ML techniques for data analysis, serving AI-based apps and services.
Full-Stack AI Infra
Productization of AI and ML workflows via containerization and cloud orchestration.
Cloud & DevOps
Deploying and maintaining infrastructure, containerization & monitoring on cloud.
Spatial & Civic Tech
Leveraging GIS and Computer Vision backgrounds for municipal and social impact.
Recent essays
The Sartrean Trap
When the method becomes a prison - on how Sartre misused phenomenology. 'And if phenomenology refuses to step outside of itself, then isn't it becoming the very thing it was meant to battle?'
Christocentric Determinism
On bridging the theological tension between arminianism and calvinism. Creating a doctrine that might be both true to the gospel and intellectually satisfying.