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Bruno Ganontha

M.S. Information Technology · CMU Africa, Kigali
AI & Machine Learning Engineer · AI Safety & Alignment

AI & Machine Learning Engineer with a strong background in software engineering. My career focus is AI research — leveraging machine learning to make a significant positive impact on millions of lives. I specialize in AI Safety and alignment, with emphasis on Mechanistic Interpretability: reverse-engineering neural networks to understand their reasoning and enforce safety barriers.

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Research Interests

AI Safety & Alignment

Enforcing safety barriers in AI systems by understanding and steering model behavior at the representation level.

Mechanistic Interpretability

Reverse-engineering neural networks to understand their internal reasoning processes and thought patterns.

Robustness & Adversarial ML

Evaluating model robustness against natural degradations and adversarial attacks to identify and close safety gaps.

Low-Resource NLP

Building reliable NLP systems for African and other low-resource languages, including robust RAG with abstention mechanisms.

Bruno Ganontha

Research Interests

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