Building

A large part of my current learning focuses on RAG systems and graph-based approaches. I’m still exploring both areas, building the foundations step by step and trying to understand how they work in practice.

What interests me most is the connection between retrieval and structured knowledge. I want to understand how a system can find useful information, recognize relationships between pieces of data, and use that context to produce better answers. Graphs make this especially interesting because they offer another way to represent information beyond plain text.

This is still a work in progress for me, which is why I wanted to include it here. RAG and graph systems are the areas I’m actively experimenting with, and I’m interested to see how far I can take them as I learn more.

I’ve always been curious about how much I can grow when I step outside what feels familiar.

Living in a new country, especially in an environment shaped by modern technology and new ideas, would give me a chance to challenge myself and adapt to a different way of life. I want to experience places where innovation is part of everyday work, learn how people approach technology and problem-solving, and develop new ways of thinking and working.

For me, moving abroad is a chance to grow through a new experience, become more flexible, and see how far I can push myself when I’m surrounded by unfamiliar challenges and possibilities.

Research and programming take up a large part of my life, but I also find that creativity grows away from the screen. These are a few things that help me recharge and return with a fresh perspective.