Federico Lecumberry is a Professor in Signal Processing and Machine Learning at the Institute of Electrical Engineering of the School of Engineering (IIE-FIng), Universidad de la República Uruguay, and Associate Researcher at Institut Pasteur de Montevideo (IPM). Active in Signal and Image Processing and Machine Learning in medical imaging. Director of IIE-FIng, former University of Minnesota researcher, Dr Lecumberry is IEEE Senior Member, researcher level II oft the National Researcher System and level 4 PEDECIBA. Active in several microscopy societies he is a member of the Latin American AI Institute (KHIPU.AI) Board.