Skills
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.
Project history
LIST OF PROJECTS
LIST OF RELATED PUBLICATIONS
- Participation in the development of machine learning methods for “Research Synergy to address major challenges in the nexus: energy–environment–agricultural production (Food, Water, Materials)” - NEXUS, funded by the Greek Secretariat for Research and Technology (GSRT) - [Institute of Bio-Economy and Agri-Technology of Centre for Research & Technology Hellas]
- Participation in the development of machine learning methods for “Innovative Technology for District Heating and Cooling” - Horizon, funded by European Union - [Institute of Bio-Economy and Agri-Technology of Centre for Research & Technology Hellas]
- Participation in the development of machine learning methods for “Zero-defect manufacturing strategies towards on-line production management for European factories” - Horizon, funded by European Union - [Institute of Bio-Economy and Agri-Technology of Centre for Research & Technology Hellas]
- Leader for Machine - Deep Learning mediated recognition of operational environment, route planning, object and entity recognition of Agriculture Robotics like, Unmanned Aerial Vehicles and Unmanned Ground Vehicles in “COSMOS Experiment”, a collaboration between Institute of Bio-Economy and Agri-Technology of Centre for Research & Technology Hellas, Aristotle University of Thessaloniki, University of Thessaly, Lincoln University, University of Leicester and Center for Ecology and Hydrology National Environment Research Council - [Institute of Bio-Economy and Agri-Technology of Centre for Research & Technology Hellas]
- Participation in the development of current “Farming Machineries Geographic Information System” (FMIS) - [Institute of Bio-Economy and Agri-Technology of Centre for Research & Technology Hellas]
- Development of the machine learning for “Intelligent computational system for defects and anomalies detection in electrical engineering” - Hardware Trojans recognition - [Department of Electrical and Computer Engineering, University of Thessaly]
- Participation in the development of current web portal of municipality of Volos - [Center for Research and Technology Thessaly]
- Development of the machine learning based software application that recognizes people with disabilities on a wheelchair and is embedded to e-tree construction - [Rotoras Ltd, Software Engineering Activity]
LIST OF RELATED PUBLICATIONS
- Konstantinos G Liakos, Busato P, Moshou D, Pearson S, Bochtis D. Machine Learning in Agriculture: A Review. 2018 - Sensors.
- Konstantinos G Liakos, Moustakidis S, Tsiotra G, Bartzanas T, Bochtis D, Constantinos Parisses. Machine Learning Based Computational Analysis Method for Cattle Lameness Prediction. 2017 - HAICTA.
- Katikaridis D, Bechtsis D, Vlachos D, Konstantinos G Liakos, Bochtis D. A Software Tool for Efficient Agricultural Logistics. 2017 - HAICTA.
- Konstantinos G Liakos, Moustakidis S, Bartzanas T, Bochtis D. Computational Analysis Based on Machine Learning Methods for Cattle Lameness Prediction. 2017 - EGME.
- Katikaridis D, Bectsis D, Konstantinos G Liakos, Vlachos D, Bochtis D. A Google-Maps Based Software Tool for In-Field Logistics. 2017 - EGME.
- Moisiadis V, Bectsis D, Konstantinos G Liakos, Bochtis D, Vlachos D. Development of Virtual Interface for the Design and the Control Navigation of Autonomous Agricultural Vehicles. 2017 - EGME.
Local Availability
Only available for remote work
