Former actuarial scientist Mael Fabien discusses his journey to machine learning, including co-founding Wanago and pursuing a Master's degree in Actuarial Science. He explains his deep learning research project on emotion recognition and his involvement in teaching machine learning. The podcast also covers his internship experiences in data science, projects in text transformation and machine learning applications, and the exploration of reinforcement learning in robotics and games.