I am curious about how things really work.
Not only when conditions are ideal, but when systems meet reality.
This is where most of my work begins.
My background
I am currently pursuing a PhD focused on reliability modeling in complex systems.
My work is based in an industrial context, where I work with real system data and real constraints.
I focus on understanding system behavior, detecting early changes, and connecting data-driven methods with real-world applications.
My Story
I did not start from models.
I started from questions.
Why do systems behave differently in reality than in controlled environments?
Why does something that works in theory fail in practice?
Over time, I realized that the most interesting part is not when a model performs well.
It is what happens after.
When data becomes noisy.
When assumptions break.
When conditions change.
This is where I became interested in systems, data, and engineering — not as separate fields, but as something that only makes sense when connected.
I enjoy the process of understanding.
Often more than the final result.
My personal angle
What drives me is curiosity.
What drives me is curiosity.
I like understanding how things behave beyond ideal conditions.
I prefer building structure before choosing tools.
In both work and life, I see that things are rarely one-sided.
What looks clean and simple from outside is often more complex in reality.
I spend time thinking before acting.
Talking to people helps me understand more than just analyzing data.
Being outside or stepping away from the problem often helps me see things differently.
I do not see myself as someone who follows trends.
I see myself as someone who is constantly learning.
For me, the journey of understanding matters as much as the outcome.
My personal angle
What drives me is curiosity.
What drives me is curiosity.
I like understanding how things behave beyond ideal conditions.
I prefer building structure before choosing tools.
In both work and life, I see that things are rarely one-sided.
What looks clean and simple from outside is often more complex in reality.
I spend time thinking before acting.
Talking to people helps me understand more than just analyzing data.
Being outside or stepping away from the problem often helps me see things differently.
I do not see myself as someone who follows trends.
I see myself as someone who is constantly learning.
For me, the journey of understanding matters as much as the outcome.
