Hi!

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

My research focuses on adaptive orchestration and reasoning in non-monolithic information access systems; 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 available informattion, and do more without brute-force scaling.

For my background, please see my CV. For the details of my research, check the publications page.

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