Who I am

I'm a business administration student focused on international service management. I noticed early on that most organizational problems are actually workflow problems, not people problems. A well-built script usually solves them faster than a new process document ever could.

For the past two-plus years, my dual-study placement has had me replacing manual administrative work with real software. I define the requirements, architecture, and security considerations myself, and I increasingly rely on AI coding assistants to help implement them. This lets me work across a wider stack (Python, TypeScript/Next.js, Flutter, R) than I'd otherwise cover solo, while I stay responsible for the design decisions, data handling, and what actually ships.

Outside of work, I explore quantitative finance (factor models, portfolio analytics), mobile app development, and run local LLMs on my own server to experiment with AI tooling outside of cloud APIs.

I'm not a formally trained software engineer. I'm someone with a business background who builds working tools for real operational problems, using every resource available, AI included.