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Vasileios-Marios Panagakis

Computer Vision Researcher @ CNH Industrial
Brussel, België

Computer Vision Researcher with expertise in developing lightweight vision systems and data-driven solutions for enhancing reliability in agricultural machinery. Experienced in deep learning, machine learning, and data science methodologies for real-time applications in various domains.

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Data Analyst< 2 years
Machine Learning Specialist< 2 years

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SQL
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ETL Datawarehouse

DataStage

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Kubernetes
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Moedertaal Greek
Greek
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English
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Werkervaring
Since 2021
Computer Vision Researcher @ CNH Industrial
01 January 2025 - 31 August 2025

Developed a lightweight vision system to detect dirt and crop blockages in agricultural machinery, enhancing reliability and reducing downtime, as part of my Master’s Thesis.

Research Collaborator @ University Research
01 May 2024 - 31 August 2024

Contributed to a neuroscience research project analyzing visual cortex activity, using dimensionality reduction to improve interpretation of stimulus responses.

Mandatory Military Service @ Greek Army
01 November 2022 - 31 August 2023

Completed mandatory military service.

Data Scientist @ Libra A.I. Technologies
01 November 2021 - 31 October 2022

Built a driver fatigue monitoring system using server-side deep learning and onboard visual metrics to ensure real-time operation in large commercial truck fleets.

Machine Learning Intern @ Libra A.I. Technologies
01 June 2021 - 31 August 2021

Prototyped a face recognition system resilient to partial occlusions to help identify injured individuals in post-disaster scenarios.

Opleiding
Since 2016
Artificial Intelligence @ KU Leuven
01 September 2024 - 30 September 2025

MSc in Artificial Intelligence, specialization in Engineering and Computer Science.

Informatics and Telecommunications @ National and Kapodistrian University of Athens
01 September 2016 - 31 October 2021

BSc in Informatics and Telecommunications, specialization in Data and Knowledge Management.

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