Konstantinos Liakos
Data Scientist / Senior Project Manager
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About
Dynamic Electrical, Computer, and Data Science professional with a diverse academic background, including a Postdoctoral focus on Machine Learning and Numerical Linear Algebra, a Ph.D. in Hardware Security and Generative Models, and an M.Sc. in Bioinformatics and Machine Learning. As the Chief Researcher at Greece's premier hardware design - hardware security and bioinformatics laboratory, I led innovative projects, developed sophisticated machine learning research software, and demonstrated excellence in supervising dissertations and teaching at both graduate and undergraduate levels. My unique blend of research, software development, and educational expertise has prepared me to contribute effectively to academic and research initiatives.
Experience
WILLIAM & MARY – JEFFERSON LABORATORY (AFFILIATION)
Williamsburg, VA
Postdoctoral Research Associate, Computer Science
● Executed comprehensive data analysis, and visualization
● Facilitated collaboration and consultation between the department of Physics and the department of
Computer Science
● Developed a generative tool for next generation nuclear reactors, specialized in sampling on lattices quantum chromodynamics, based on parallel graphics processing units on high performance computers. That increases the computational lattice size and reduces the computational time 2 - 3 times faster per graphics processing unit
● Conducted research in numerical algebra and machine learning for the development of a parallel software for million-scale exact kernel regression
Education
UNIVERSITY OF THESSALY
Doctor of Philosophy (Ph.D.) in Electrical and Computer Engineering, May 2022
Dissertation Title: Intelligent Computational System for Defects and Anomalies Detection in Electrical
