I am a researcher at AMD Research, specializing in high performance computing, AI runtime and programming models. Prior to this role, I developed software and contributed to cloud solutions at Oracle and Amazon Web Services.

I earned my Ph.D. in Computer Science from Utah State University, where I collaborated with multiple professors and research groups to develop cyberinfrastructure solutions and parallel hydrology algorithms. My work was funded by organizations such as the Utah Water Research Laboratory and the National Science Foundation.

Following my doctoral studies, I conducted postdoctoral research at the National Center for Supercomputing Applications (NCSA) at the University of Illinois at Urbana-Champaign, focusing on high-performance parallel programs for geographic information systems (GIS) and hydrology algorithms. I have authored more than ten publications, including book chapters, journal articles, and conference papers.

I leverage my PhD in Mathematics and MS in Statistics to implement ML/AI methods on multimodal brain imaging datasets, such as fMRI data. My goal is to advance the understanding and diagnosis of neurodegenerative diseases, such as Alzheimer's disease, using cutting-edge computational tools and techniques.

With over ten years of experience in data science, big data analysis, signal processing, predictive modeling, mathematical modeling, and computational neuroscience, I have developed and applied various statistical and ML/AI algorithms to high-dimensional and complex data. I have also taught and mentored students in mathematics and statistics, and collaborated with interdisciplinary teams of researchers and clinicians. I am proficient in programming languages such as Python, MATLAB, and R, and have published multiple papers in peer-reviewed journals.

Dr. Mehmet Önder Efe received the B.Sc. degree from Electronics and Communications Engineering Department, Istanbul Technical University (Turkey) in 1993, and M.S. degree from Systems and Control Engineering Department, Boğaziçi University (Turkey), in 1996. He completed his Ph.D. study in Boğaziçi University, Electrical and Electronics Engineering Department in June 2000. Between August 1996 - December 2000, he was with Boğaziçi University, Mechatronics Research and Application Center as a research assistant. During 2001, Dr. Efe was a postdoctoral research fellow at Carnegie Mellon University, Electrical and Computer Engineering Department, and he was a member of the Advanced Mechatronics Laboratory team. Between January 2002 and July 2003 he was with The Ohio State University, Electrical Engineering Department as a postdoctoral research associate. He worked at the Collaborative Center of Control Science. As of September 2003, he started working at Atılım University, Department of Mechatronics Engineering as an Assistant Professor. Dr. Efe was entitled Associate Professor in 2004 and Full Professor in, 2009. In August 2004, he joined Electrical and Electronics Engineering Department of TOBB University of Economics and Technology. Dr. Efe was the founding chairman of the department between August 2004-July 2007 and between June 2008 and August 2010. Dr. Efe has initiated the MS and Ph.D. programs in Electrical and Electronics Engineering at TOBB ETU, where he has taken several administrative positions. Between December 2010-May 2011, Dr. Efe was with the Department of Electrical and Electronics Engineering Bahçeşehir University as a full professor and department chair in the last two months of this period. Dr. Efe was with the University of Turkish Aeronautical Association between May 2011-May 2013, and he held the positions Vice Rector of the university and the Dean of the Air Transportation Faculty between May 2011-April 2013, Acting Dean of the Faculty of Engineering between February 2012-November 2012. Since September 2013, he has been with the Department of Computer Engineering of Hacettepe University and he was the head of the department (2015-2018) and the head of the computer hardware division since 2013.

Dr. Efe was the head of IEEE CSS Turkey Chapter between January 2007 and December 2008, and he is currently a Senior Member of IEEE. He is the Editor of Transactions of the Institute of Measurement and Control, Editor of Measurement and Control, and he is/was in the editorial boards of the journals IEEE Transactions on Artificial Intelligence, Applications of Modelling and Simulation, Turkish Journal of Electrical Engineering and Computer Sciences, IEEE Transactions on Industrial Electronics, IEEE Transactions on Industrial Informatics, IEEE/ASME Transactions on Mechatronics, Mathematical Problems in Engineering, International Journal of Industrial Electronics and Control and Advances in Fuzzy Systems, Applications of Modelling and Simulation.

Dr. Efe is the author/co-author of five books and more than 210+ technical publications focusing on the applications of computational intelligence, unmanned aerial vehicles and systems and control theory. Dr. Efe is the recipient of Ph.D. Thesis Award of Boğaziçi University Research Fund, Remarkable Work Award of 2012 by Turkish Academy of Sciences (TUBA) for Circuit Analysis volumes I and II, and Copyrighted Book Award of 2013 by Turkish Academy of Sciences (TUBA). Dr. Efe was the referee for highly prestigious national awards, TUBITAK Science Award, TUBITAK Special Award, TUBA Academy Award, IEEE Turkey Awards and TESID Industry Awards for Innovation and Creativity.

Experienced Assistant Professor with a demonstrated history of working in the higher education industry. Skilled in Python, C++, Java, Leadership, Machine Learning, Big Data Analytics. Strong education professional with a Doctor of Philosophy (Ph.D.) focused in Machine Learning from Vellore Institute of Technology.

I am working as an Associate Professor in the Department of Software and Systems Engineering, SITE, VIT, Vellore, India. I have completed Ph.D. from NIT, Bhopal, India. My research areas are Data Mining and Big Data Predictive Analytics. I have published 30+ reputed Journal Papers and 17 papers presented in reputed international conferences. I received various awards from the Indian Government like DST-SERB, CSIR Travel Grant, and MPCST Young Scientist Fellowship. I visited various countries London-UK, Paris-France, Singapore, Dubai-UAE, Shanghai-China, Sofia-Bulgaria, and Malaysia for academic purposes. I am involved in the Erasmus + Programme of the European Union-funded project of 80 million which is received from the University of Nottingham UK.

Hasan Tinmaz completed his undergraduate studies at Middle East Technical University (Ankara, Turkiye) in the Faculty of Education, Computer Education Department in 2001, he graduated from the same university's Graduate Program in Curriculum and Instruction in 2004. Having completed his doctoral studies with his thesis on the uses, gratification and integration of social media in Middle East Technical University, Computer Education and Instructional Technologies program, he still works as an Assist. Professor in AI & Big Data department of Endicott College of International Studies, Woosong University (Daejeon, South Korea). His research areas are social media, educational technology, curriculum and instruction design, technology management, psychological and sociological issues in technology, technology planning, Industry 4.0, Artificial Intelligence and Metaverse. 

I am a researcher at AMD Research, specializing in high performance computing, AI runtime and programming models. Prior to this role, I developed software and contributed to cloud solutions at Oracle and Amazon Web Services.

I earned my Ph.D. in Computer Science from Utah State University, where I collaborated with multiple professors and research groups to develop cyberinfrastructure solutions and parallel hydrology algorithms. My work was funded by organizations such as the Utah Water Research Laboratory and the National Science Foundation.

Following my doctoral studies, I conducted postdoctoral research at the National Center for Supercomputing Applications (NCSA) at the University of Illinois at Urbana-Champaign, focusing on high-performance parallel programs for geographic information systems (GIS) and hydrology algorithms. I have authored more than ten publications, including book chapters, journal articles, and conference papers.