Hello!

PhD researcher in machine learning, focused on real-time perception systems operating under noisy and constrained environments.

My work combines signal processing, physical simulation, and deep learning, with a strong emphasis on robust and deployable systems.

I have developed lightweight CNN models for denoising and tracking, as well as simulation-driven data pipelines for data-scarce scenarios.