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
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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