Georgios Methenitis Email & Phone Number

Barcelona, Ct, Es

Barcelona, Catalonia, Spain

My work focuses on: - ideation and prototyping of machine learning pricing algorithms for cost prediction- analysis of pricing strategy effects on the marketplace- productionization of machine learning models

Amsterdam, North Holland, Netherlands

My work focused on:- Ideation and prototyping of dynamic pricing machine learning algorithms to match demand and supply in two-sided ride-hailing markets w/o finite supply- Transformation of raw event-data into meaningful metrics to be used for both data analytics and as features in machine learning models- Design, execution, and analysis of multiple A/B (switchback) experiments for statistical hypothesis testing- Multiple (spatio-temporal) data analyses for different pricing… Show more My work focused on:- Ideation and prototyping of dynamic pricing machine learning algorithms to match demand and supply in two-sided ride-hailing markets w/o finite supply- Transformation of raw event-data into meaningful metrics to be used for both data analytics and as features in machine learning models- Design, execution, and analysis of multiple A/B (switchback) experiments for statistical hypothesis testing- Multiple (spatio-temporal) data analyses for different pricing components, portfolio management and demand cannibalization- Participation in the productionization of machine learning models- Communication of data insights and product vision to multiple stakeholders and local operation teamsNote: LatAm business operated under the brand BEAT Show less

Amsterdam, North Holland, Netherlands

My work focused on research and development of machine learning applications for insurance markets, e.g., competitive price prediction in online insurance aggregators, and prediction of rare events such as insurance claims. In addition, there was a focus on the development of the overall data pipeline from raw data validation to model evaluation. I led the development of the company's first deployed ML service for an insurance client.

Amsterdam Area, Netherlands

My PhD research focuses on (electricity) markets, in which conflict of interest between strategic agents emerges in face of uncertainty (renewable power generation). My research work lies on the intersection of Multi-agent systems, game-theory and learning.

The Hague Area, Netherlands

Worked in the Advanced Concepts Team on the project "Novelty Search for Soft Robotic Space Exploration'", where I applied novel evolutionary search methods for optimizing the morphology and gaits of soft-robots in varying gravity levels.

Amsterdam Area, Netherlands

Developed existed C++ codebase for the Aldebaran NAO robot and the Standard Platform League (http://spl.robocup.org). Participated (placed in top-16 and 3rd) in international and open Robocup Standard Platform League competitions.

Amsterdam Area, Netherlands

I worked as a teaching assistant at the course "C++ programmeermethoden", helping students learn and work with the C++ programming language.

Amsterdam Area, Netherlands

During my internship at Vicar Vision I worked on a project about exploring and implementing depth estimation techniques in two dimensional images from surveillance monocular cameras. The final software is capable of estimating the ground floor plane, the floor boundaries, as well as the three dimensional geometry of the scene using input data from a human detection module.

Doctor Of Philosophy (Phd), Artificial Intelligence

Artificial Intelligence, Smart-Grids, Game-Theory, Multi-Agent Systems

Master'S Degree, Artificial Intelligence, 7.8

5-Year Diploma, Electronic And Computer Engineering, 7.05