Manuel Michiels is Senior Manager Data Science at Umicore, where he leads a diverse team of data scientists working across multiple business domains. His team specializes in advanced AI and machine learning techniques, ranging from predictive modelling to generative AI applications. Since joining Umicore in 2022, Manuel has focused on leveraging AI/ML to classify and analyze industrial emission patterns, helping drive data-driven innovation and sustainability. Prior to Umicore, he held innovation leadership roles at Flanders Make and Materialise. Throughout his career, computational modelling, industrial applications, and innovation have been recurring themes, shaping his passion for translating advanced technologies into real-world impact.