Georgios Vamvouras is a Mechanical Engineering graduate from the National Technical University of Athens (NTUA), having completed the five-year Integrated Master’s program in 4.5 years with a GPA of 8.52/10. In the past, he has conducted research in deep learning for computational fluid dynamics and optimization methods at NTUA’s Parallel CFD and Optimization Unit. He currently works as a freelancer at NTUA’s Refrigeration, Air Conditioning and Solar Energy Laboratory, focusing on reinforcement learning–based model predictive control for energy storage systems, energy trading, and electricity price and weather forecasting. In parallel, he collaborates with Dr. Rafail Christodoulou (Stanford University) on machine learning and medical imaging projects for MRI- and radiomics-based brain tumor progression prediction.

Georgios Vamvouras

Georgios Vamvouras is a Mechanical Engineering graduate from the National Technical University of Athens (NTUA), having completed the five-year Integrated Master’s program in 4.5 years with a GPA of 8.52/10. In the past, he has conducted research in deep learning for computational fluid dynamics and optimization methods at NTUA’s Parallel CFD and Optimization Unit. He currently works as a freelancer at NTUA’s Refrigeration, Air Conditioning and Solar Energy Laboratory, focusing on reinforcement learning–based model predictive control for energy storage systems, energy trading, and electricity price and weather forecasting. In parallel, he collaborates with Dr. Rafail Christodoulou (Stanford University) on machine learning and medical imaging projects for MRI- and radiomics-based brain tumor progression prediction.

Available to hire

Georgios Vamvouras is a Mechanical Engineering graduate from the National Technical University of Athens (NTUA), having completed the five-year Integrated Master’s program in 4.5 years with a GPA of 8.52/10. In the past, he has conducted research in deep learning for computational fluid dynamics and optimization methods at NTUA’s Parallel CFD and Optimization Unit.

He currently works as a freelancer at NTUA’s Refrigeration, Air Conditioning and Solar Energy Laboratory, focusing on reinforcement learning–based model predictive control for energy storage systems, energy trading, and electricity price and weather forecasting. In parallel, he collaborates with Dr. Rafail Christodoulou (Stanford University) on machine learning and medical imaging projects for MRI- and radiomics-based brain tumor progression prediction.

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Language

English
Fluent

Work Experience

External Collaborator at Refrigeration, Air Conditioning and Solar Energy Laboratory / NTUA
February 1, 2025 - Present
Software Development and Research on Energy Systems with Machine Learning; Development of Intelligent Agents for Energy Trading and Energy Storage Systems using Reinforcement Learning; Forecasting Energy Demand and Prices using Deep Learning.
Researcher at Medical Imaging & Neurodegeneration Collaboration with Dr. Rafail Christodoulou (MD, University of Patras, School of Medicine)
February 1, 2025 - Present
Collaborative research on Alzheimer’s Disease and Brain Cancer using neuroimaging and clinical biomarkers. Developing Machine Learning and Computer Vision models for disease progression prediction and non-invasive biomarker classification.
Undergraduate Researcher at Parallel CFD and Optimization unit / NTUA (PCOpt / NTUA)
June 1, 2023 - February 1, 2025
Software Development and Research on Computational Fluid Dynamics and Machine Learning (CFD - ML); Physics-Informed Neural Networks (PINNs); Optimization with Discrete and Continuous Adjoint Methods, Evolutionary Algorithms; Data Assimilation.
External Collaborator at Refrigeration, Air Conditioning and Solar Energy Laboratory, NTUA
February 1, 2025 - Present
Software development and research on energy systems with machine learning; development of intelligent agents for energy trading and energy storage systems using reinforcement learning; forecasting energy demand and prices using deep learning.
Researcher at Medical Imaging & Neurodegeneration Collaboration, University of Patras
February 1, 2025 - Present
Collaborative research on Alzheimer’s Disease and brain cancer using neuroimaging and clinical biomarkers; development of machine learning and computer vision models for disease progression prediction and non-invasive biomarker classification.
Undergraduate Researcher at Parallel CFD and Optimization unit (PCOpt), NTUA
June 1, 2023 - February 1, 2025
Software development and research on computational fluid dynamics and machine learning (CFD-ML); physics-informed neural networks (PINNs); optimization with discrete and continuous adjoint methods, evolutionary algorithms; data assimilation.

Education

Master’s Degree in Data Science and Machine Learning at National Technical University of Athens (NTUA)
October 1, 2025 - December 29, 2025
Integrated Master's Degree in Mechanical Engineering at National Technical University of Athens (NTUA)
September 1, 2020 - February 1, 2025
General Lyceum Graduation at Educational Institution "I Elliniki Paideia", Melissia complex
January 11, 2030 - June 1, 2020
General Lyceum Graduation at Educational Institution "I Elliniki Paideia", Melissia complex
June 1, 2020 - June 30, 2020
Integrated Master's Degree in Mechanical Engineering at National Technical University of Athens (NTUA)
September 1, 2020 - February 1, 2025
Master’s Degree in Data Science and Machine Learning (ongoing) at National Technical University of Athens (NTUA)
October 1, 2025 - December 29, 2025

Qualifications

Fundamentals of Reinforcement Learning
May 1, 2025 - December 29, 2025
Machine Learning with Python
March 1, 2025 - December 29, 2025
Fundamentals of Reinforcement Learning
May 1, 2025 - December 29, 2025
Machine Learning with Python
March 1, 2025 - December 29, 2025

Industry Experience

Education, Healthcare, Life Sciences, Manufacturing, Software & Internet, Professional Services, Other