ABOUT / THE PERSON BEHIND THE NOTES
Hello. Glad you found your way here.
Somewhere between research, code, and favorite stories, looking for questions worth staying with.
A small introduction
I am interested in AI and code security, experimental methods for models, and the practical work of building systems and tools. I like starting with a concrete question and working toward something that can be examined and discussed.
This space brings together public research and notes from the process of building it. I want to make the questions, choices, and limitations visible alongside the results.
Questions I return to
AI & code security
How models respond to defects in code, and how their outputs can help prioritize human review.
Models & experimental methods
How architecture, training choices, and evaluation protocols shape the results we see.
Systems & development practice
The engineering details that make research and tools easier to use, maintain, and reproduce.
Away from the workbench
I enjoy anime and the imagination that comes with its stories and characters. A few small details from that side of life have a home here, alongside the research and code.
Keep in touch
You can find public projects and materials on GitHub. I welcome conversations about concrete questions, methods, and practical work.