Profile
I build between software, electronics and applied research.
I am an electronic engineer and frontend developer interested in AI systems that do more than work in a demo: they should be explainable, measurable and deployable under real constraints.
Current focus
Efficient AI with evidence, not only demos.
My current work focuses on hardware-aware machine learning, anti-leakage evaluation, quantization and reproducible workflows for demanding medical problems.
How I work
I like building maps, prototypes and systems that others can inspect.
I work best when research, product and documentation meet: reading papers, turning them into experiments, designing interfaces to explore them and leaving a clear route for others to understand the technical decisions.
Technical library
Resources for following the work map.
I maintain a living library of readings, repositories, references and tools that feed my research and technical notes.
View resources