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Stavros Moutsis

@stavrosmoutsis

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AI & computer vision engineer focused on human action recognition and intelligent visual systems.

Greece

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What I'm looking for

I’m looking to develop real-world computer-vision and deep-learning systems—especially for human action recognition—within a collaborative, research-driven team that values explainability, strong engineering workflows, and measurable impact.

I’m an AI & Computer Vision Engineer and PhD Candidate working remotely in Greece, building machine and deep learning systems for problems like human action recognition. My recent work spans athlete training monitoring, employee training systems, and explainable sentiment and user-feedback pipelines—always aiming for models that are both effective and interpretable.

In my engineering roles across projects such as DeepTrain, GREECE4.0, TraMIR, and SafeIT, I developed and applied visual learning methods using wearable data (e.g., accelerometers, heart rate, oxygen levels) and CCTV footage. I also supported digitization workflows through the DMC-Lexi initiative, implementing an annotation tool and GUI connected to a MySQL database, and training a deep learning model to detect lemmas and definitions in dictionary images.

Experience

Work history, roles, and key accomplishments

AI & Computer Vision Engineer

Democritus University of Thrace

Jul 2025 - Apr 2026 (9 months)

Developed deep learning models to monitor and analyze athletes’ physical training load in indoor team sports.

Deep Learning Machine Learning Physical Training Load Analytics Human Activity Recognition Model Development

AI & Computer Vision Engineer

University of Aegean

Mar 2024 - Dec 2025 (1 year 9 months)

Worked on digitizing Cyril’s lexicon by implementing an annotation tool, designing a GUI for transcription connected to a MySQL database, and training a deep learning model to detect lemmas and definitions in dictionary images.

Deep Learning Computer Vision GUI Development MySQL Image Processing

AI & Computer Vision Engineer

Democritus University of Thrace

Feb 2024 - Sep 2025 (1 year 7 months)

Developed digital training systems and applied machine/deep learning for sentiment analysis, user feedback processing, and model explainability.

Machine Learning Deep Learning Sentiment Analysis Explainable AI Data Processing Training Evaluation

AI & Computer Vision Engineer

Democritus university of Thrace

May 2023 - Nov 2023 (6 months)

Built and applied deep learning systems for human activity recognition, assisting users in learning traditional dances using visual data.

Deep Learning Human Activity Recognition Computer Vision Machine Learning Model Training

AI & Computer Vision Engineer

Democritus University of Thrace

Dec 2021 - May 2023 (1 year 5 months)

Designed and implemented machine and deep learning systems to detect security and safety incidents in critical infrastructure using wearable sensor data and CCTV footage.

Machine Learning Deep Learning Computer Vision Video Analytics data preprocessing Model Training

Education

Degrees, certifications, and relevant coursework

Democritus University of Thrace

PhD Candidate, Robotics and Automation

2022 -

PhD Candidate at the Laboratory of Robotics & Automation in the Polytechnic School’s Department of Production & Management Engineering. Working on human action recognition using machine learning and deep learning techniques.

Aristotle University of Thessaloniki

M.Sc., Artificial Intelligence

2020 - 2022

Grade: 8.6/10

M.Sc. in Artificial Intelligence with a Master Thesis titled “Computational Seasonality Analysis of the Covid-19 Pandemic with Heterogeneous Data, Automatic Workflows and Machine Learning.”

Democritus University of Thrace

M.Eng., Production & Management Engineering

2013 - 2019

Grade: 8.23/10

Undergraduate M.Eng. (Diploma Thesis) in the Polytechnic School’s Department of Production & Management Engineering. Thesis: “Digital Image Processing on DE1-SoC.”