Efthymios Stathakis Email & Phone Number

Piraeus, Attiki, Greece

Cyprus

Led the development of Machine Learning and Deep Learning applications for process automation and optimization in four H2020 projects at the Center for Technology, Research & Innovation (CETRI).• Collaborated with cross-functional teams to implement innovative solutions for European Committee Funded Horizon 2020 projects.• Achieved significant advancements in technology and research through the successful implementation of cutting-edge solutions.

Developed a database server on AWS cloud for medical research data using Postgresql.• Utilized AI/ML models for risk modeling of osteoarthritis symptoms.• Achieved improved data management and predictive analytics for the OActive Project.

Developed defect prevention models using ML & Deep Learning methods at STREAM-OD, leading to improved model performance and knowledge extraction using SHAP.• Conducted statistical analysis and engineered features based on wavelets and filters.• Utilized ML & Deep Learning methods to enhance defect prevention models.

Developed a weather forecasting tool using LSTM-RNN model for accurate predictions.• Utilized KMeans and Mean-Shift clustering methods for vessel usage profiling.• Implemented dimensionality reduction methods for data visualization and feature engineering.

Komotiní, Eastern Macedonia And Thrace, Greece

Applied Machine Learning and Deep Learning methods to forecast high-frequency electricity markets, developed ARIMA-GARCH models and modeled extreme events using Extreme Value Theory framework.• Utilized Machine Learning techniques for electricity market forecasting.• Developed advanced models for price forecasting.• Modeled extreme events using statistical frameworks.

Alexandroupoli

M.Sc, Decision Support Systems

Business Intelligence and Decision Support Systems Master's Thesis, Re-evaluate Human Development Index using Data Envelopment Analysis.

Diploma Of Engineering, Production Engineering And Management