Aristotelis Tsoutsanis

Aristotelis Tsoutsanis

Machine Learning Engineer | MSCA Researcher

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

  • Developing machine learning models to improve road safety and driving behavior through telematics.

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

Marie Skłodowska-Curie Fellow, National Technical University of Athens

2024 – Present | PhD, Machine Learning and Road Safety

  • Conducting cutting-edge research in road safety using telematics data.
  • Implemented a framework that detects harsh cornering events using mobile sensor data from drivers.
  • Supported by the IVORY Project, funded by the prestigious Marie Skłodowska-Curie Actions (MSCA).

Technical University of Munich

2022 – 2024 | Master's in Computer Science

  • Specialized in Computer Graphics, Machine Learning, and Robotics
  • Smartfield – The World's First AI-Managed Autonomous Crop Field. Developed and implemented advanced yield forecast ensemble models to optimize fertilizer and growth regulator applications, achieving highly accurate predictions with less than 2 days deviation from the application date. Enhanced yield outcomes through precise application timing and quantity. Our field achieved second place out of five fields that utilized traditional methods.
  • 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 C/C++ PyTorch Keras OpenCV NumPy Pandas PySpark MLflow FastAPI Git Google Cloud