Emmanuel Watila

I’m an engineer and AI safety researcher. I started in product engineering, and now build experiments to understand how AI models behave, where they fail, and when they should be uncertain.

I studied Computer Engineering at the University of Maiduguri, where my thesis explored hybrid quantum-classical neural networks. My work spans full-stack engineering, open-source data tooling, and technical writing.

Keywords: Model Interpretability, Model Evaluation, Neuroscience, Physics / Quantum ML

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