Aristotelis Tsoutsanis
Machine Learning Engineer | Based in Athens, Greece - Munich, Germany
About Me
An experienced Machine Learning Engineer specializing in AI/ML systems for computer vision and NLP. With a proven track record in Vision-Language Models, autonomous systems, and efficient deep learning pipelines, I excel at building innovative solutions to tackle complex challenges.
Bonus Skill: Survived marine training, bringing discipline to every project I tackle!
Professional Experience
Machine Learning Engineer | OSeven Telematics
December 2024 – Present | Remote
- Working with telematics data to develop AI-driven solutions for safer roads and contribute to Vision Zero
- Part of IVORY Network
Marie Skłodowska Curie Researcher | IVORY Network
November 2024 – Present
- Aiming to develop a new framework for the integration of AI in road safety in order to address the UN Sustainable Development Goals target 3.6 (halving the number of traffic fatalities by 2030)
Machine Learning Engineer | PreciTaste
October 2022 – September 2024 | Munich, Germany
- Pioneered research on Vision-Language Models (VLMs) to develop a resource-efficient architectural approach using pre-trained backbones
- Enhanced deep learning pipelines
- Developed advanced backend services, including an innovative auto-labeling tool using Segment Anything
Academic Background
National and Technical University of Athens
2024 – Present | PhD, AI in Road Safety
- Part of the IVORY Network
Technical University of Munich
2022 – 2024 | Master's in Computer Science
- Specialized in Computer Graphics, Machine Learning, and Robotics
- Key Project: Smartfield – The World's First AI-Managed Autonomous Crop Field
- Developed vision-based autonomous driving models: Udacity Autonomous Driving Project and TUM Driving Project
National and Kapodistrian University of Athens
2016 – 2021 | Bachelor's in Computer Science
- Completed advanced projects in machine learning
- Developed image classification models and predictive systems
Technical Skills
Python
PyTorch
Keras
OpenCV
NumPy
Pandas
PySpark
MLflow
FastAPI
Git
Google Cloud