Graph ML for Dynamic Financial Networks — Full Deck
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EPFL Workshop on Graph Learning in Financial Networks

Graph Machine Learning for Dynamic Financial Networks

From Foundations to the Lightning Network

A Bit About Myself

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Bachelor and Master in Computer Science at Imperial College and Cambridge (2015-2019)
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PhD on Machine Learning on Graphs between Twitter and Imperial College (2019-2023)
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ML Researcher on generative models for structural biology and drug discovery at Vant AI (2024-2025)
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PostDoc on ML for decoding non-human communication @ Sapienza (2026 - Current)
ML Advisor at Amboss Technologies, working on ML for the Lightning Network (2024-Current)
🤖 🎓 🧠 🧬 💊 🔬 🦜 🐘 🐬 🐠 🐙 🤿

Why Should We Care About ML on Graphs?

Networks are everywhere
And graphs are a great way to model them
Functional Networks