Diyar Altinses received his M.Sc. degree from the South Westphalia University of Applied Sciences, Soest, Germany, in 2021, and also holds a M.Sc. from the University of Southern Manchester, UK. He is currently pursuing a Ph.D. at South Westphalia University of Applied Sciences. His research interests include deep multimodal neural networks, multimodal optimization frameworks, multimodal representation alignment, and industrial failure correction.