I am a Machine Learning Researcher and Engineer currently pursuing a Ph.D. at TU Delft, focusing on predictive maintenance and machine learning techniques applied to structural health monitoring. With a robust background in robotics and deep learning, I've developed solutions across various projects, from teaching robots to navigate physical environments to implementing machine learning for damage detection in aircraft. I'm passionate about utilizing technology to solve real-world problems and continuously expanding my knowledge in the field.

Panagiotis Komninos

I am a Machine Learning Researcher and Engineer currently pursuing a Ph.D. at TU Delft, focusing on predictive maintenance and machine learning techniques applied to structural health monitoring. With a robust background in robotics and deep learning, I've developed solutions across various projects, from teaching robots to navigate physical environments to implementing machine learning for damage detection in aircraft. I'm passionate about utilizing technology to solve real-world problems and continuously expanding my knowledge in the field.

Available to hire

I am a Machine Learning Researcher and Engineer currently pursuing a Ph.D. at TU Delft, focusing on predictive maintenance and machine learning techniques applied to structural health monitoring. With a robust background in robotics and deep learning, I’ve developed solutions across various projects, from teaching robots to navigate physical environments to implementing machine learning for damage detection in aircraft. I’m passionate about utilizing technology to solve real-world problems and continuously expanding my knowledge in the field.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Intermediate

Language

English
Fluent
Greek, Modern
Fluent
French
Intermediate

Work Experience

Internship in Reinforcement and Robot Learning Engineer at CTI-Diophantus
May 1, 2020 - August 1, 2020
Teaching a simulated humanoid robot to walk on stairs with random dimensions and a robotic arm to reach random target positions in 3D space using various learning techniques.
Research Associate in Deep Learning Engineer at Stochastic Mechanical Systems & Automation Laboratory
May 1, 2019 - May 1, 2020
Conducted research on damage detection in aircraft under assembly uncertainty, focusing on utilizing convolutional and reinforcement learning techniques.
Research Associate in Manufacturing at Laboratory for Manufacturing Systems & Automation (LMS)
September 1, 2018 - September 1, 2019
Worked on conceptual designs for an industrial usage arm exoskeleton, utilizing Shape Memory Alloys.

Education

Dipl. Ing (Integrated Master) at University of Patras
September 1, 2015 - June 1, 2020
Ph.D. at TU Delft
May 1, 2021 - May 1, 2025

Qualifications

From scientist to Entrepreneur
January 1, 2025 - March 30, 2026
Accelerating End-to-End Data Science Workflows
December 1, 2024 - March 30, 2026
Feature Engineering
September 1, 2024 - March 30, 2026
Docker for absolute beginners
September 1, 2024 - March 30, 2026
Effective interaction within your research team
April 1, 2024 - March 30, 2026
Command Line and DelftBlue Basics, introduction to High-Performance Computing
April 1, 2023 - March 30, 2026
Reinforcement Learning Specialization
June 1, 2022 - March 30, 2026
Artificial Intelligence and Digitalization in Structures
June 1, 2022 - March 30, 2026
Bayesian Methods for Machine Learning
March 1, 2022 - March 30, 2026
Build Better Generative Adversarial Networks (GANs) Certificate
November 1, 2020 - March 30, 2026

Industry Experience

Software & Internet, Manufacturing