Oxford DPhil CS researcher specialising in Legal AI, LLM failure modes and explainable AI.

Tatiana is an award-winning AI executive, 5× founder and former financial lawyer with 12+ years across law, technology and regulated industries.

Her five years of doctoral research at the University of Oxford investigates how AI systems reason, fail and can be made more transparent and reliable in high-stakes legal settings. She has built and trained AI systems for regulated industries, published peer-reviewed AI research, and advised organisations on responsible AI adoption.

Recognised by Forbes 30 Under 30 and twice by the Women in FinTech Powerlist, she has also delivered AI training to tech unicorns, large corporations, law firms and regulators.

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