Louf has worked on various projects involving Bayesian inference, high frequency alphas for finance, NLP, and machine learning for companies like Hugging Face and Kering. Their research experience includes work on nuclear fusion reactors and electron EDM experiments at institutions like CEA and Harvard University. Louf has a strong academic and professional background in physics, research, and computational sciences.