Kilian Wan

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I’m a Master's student in Financial Engineering at EPFL, with a Bachelor of Science in Mathematics and a passion for research at the intersection of machine learning and finance.

I’m currently working as a Research Assistant on transformer-based models for time-series forecasting, supervised by Prof. Semyon Malamud and PhD candidate Johannes Schwab.

Previously, I completed a thesis on projection estimators and B-splines under the supervision of Prof. Victor Panaretos.

Outside of academics, I’ve played football for most of my life, and now train regularly with a strong interest in fitness. I also enjoy playing the piano — it helps me stay focused and relaxed.