Dimitrios Mallios

Athens ยท Greece

I am experienced in machine learning and deep learning with focus on Computer Vision. My research interests are object detection and segmentation.

“If we want machines to think, we need first to teach them how to see”   Fei-Fei Li

Experience

Software Development Intern

National Center of Scientific Research "Demokritos"

Implementation of a software tool in order to process data from RGB-D camera mounted on a personal home assistant robot to analyze human behavior. My contribution to this project was the implementation of video analysis software along with the integration of audio and laser analysis modules. This project was part of the RADIO personal home assistant robot system.

July 2016 - Aug 2016

Education

University of Thessaly

5 year Diploma (BSc & MSc combined - 300ECTS)
Electrical, Electronis and Communications Engineering

With focus on Machine Learning and Computer Vision

Graduated with Very Good: 7.12/10.0

July 2018

Skills

Programming Languages & Tools
Applied Knowledge
  • Digital Signal Processing
  • Image Processing
  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Artificial Intelligence
  • Statistics
  • Reinforcement Learning
Know how
  • Robotics
  • High Performance Computing
  • Parallel & Cluster Computing
  • Big Data Technologies
  • Communication Systems

Interests

Apart from being an AI enthusiast, I enjoy doing boxing and biking. In the winter, I usually travel abroad every so often with good company. During the warmer months here in Athens, I enjoy driving my car to the nearest coastline.

When forced indoors, I enjoy watching movies and reading books. Also, I really like spending much of my time solving algorithmic riddles.

Certifications

  • Grow Greek Tourism Online - Google
  • Machine Learning - Coursera
  • Neural Networks for Machine Learning - Coursera
  • The Numpy Stack in Python - Udemy
  • Taming Big Data with Apache Spark and Python - Udemy
  • The Ultimate Hands-On Hadoop - Tame your Big Data! - Udemy