I am Mohanna,
A final-year PhD candidate at Radboud University, where I am co-advised by Maarten de Rijke, Faegheh Hasibi, and Arjen P. de Vries.

My research focuses on reasoning and adaptivity in compound AI systems.
I particularly study how we can move beyond rigid, one-size-fits-all architectures toward systems that dynamically self-organize their heterogeneous components (e.g., agents, tools, resources) to adapt to user needs, reliably reason over incomplete information, and do more without brute-force scaling.

You can check my CV, or previous published work for more details.

In case you are curious/working on the same topics, feel free to drop me an email!