Emmanuel Azuh Mensah

Emmanuel Azuh Mensah

PhD candidate, UW Allen School. I build efficient, on-device ML for the field. Open to industry ML / research roles.

Metaheuristics for Mixture-of-Expert Architecture Search

Active collaboration ยท in progress, 2025

Metaheuristics for mixture-of-expert architecture search

Partnering with UW neuroscience researcher Ian Quah to investigate neuroscience-informed heuristics in the search for ultra energy-efficient and performant edge vision transformers, through data-dependent subnetwork computation.