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Studying State-of-the-Art Technologies in Machine Learning
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Studying State-of-the-Art Technologies in Machine Learning
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kochlisGit/README.md

Header Image

I am a graduated student of University of Ioannina with a master in Computer Science & Engineering. I am passionate about creating AI models to make predicitons and solve real-world problems. Some of the technologies that I enjoy working with include Tensorflow & Keras framework for deploying state-of-the-art DNNs and CNNs, as well as cutting-edge DRL agents. Also, I've become quite familiar with OpenCV and SKlearn libraries for Computer Vision and Data Processing after having done a lot of projects in my class, in my own and in Kaggle's competetions. Currently, I am doing research in Autonomous Vehicles, in which I deploy DRL algorithms to build self-driving cars in Carla simulator.

Skills

  • Programming Languages (R, Python, Java, C, C++)
  • Software Development in Multiple Platforms (JavaFX)
  • Networking, Multi-Threading & Parallel Programming (Java, C)
  • Web Development (HTML, CSS, JavaScript, Bootstrap, Spring Boot)
  • Android Development (Android Studio)
  • SQLite, PostgreSQL, Lucene & Database Algorithms (Java, Python)
  • Graphs & Advanced Data Structures (Java)
  • Data Mining (Scikit Learn, NumPy, Pandas, Matplotlib, Seaborn)
  • Big Data Algorithms (Python, Numpy)
  • Computer Vision (Python NumPy, OpenCV)
  • Machine Learning Neural Networks (MLPs & CNN) with Tensorflow & Keras
  • Generative Adversarial Networks (GANs) with low-level Tensorflow
  • Deep Reinforcement Learning (TF-Agents, RLLib)
  • Autonomous Vehicle Algorithms
  • Differential Equations Solvers with Neural Networks
  • Proficiency in English (ECPE)

I Love

  1. Talking about my work.
  2. Working with people in a team.
  3. Meeting new people and creating new experiences.
  4. Working in a friendly environment.
  5. Discovering & Learning new things.
  6. Using my knowledge to solve challenging tasks.
  7. Conducting Research - Analyzing problems & suggesting solutions.
  8. Publishing my Code online, in order to help the scientific community.

Pinned

  1. Big-Data-Algorithms Big-Data-Algorithms Public

    Implementation of algorithms for big data using python, numpy, pandas.

    Python 3 1

  2. Computer-Vision-Algorithms Computer-Vision-Algorithms Public

    Implementation of computer vision algorithms and image processing using Numpy & OpenCV

    Python 1 1

  3. Tensorflow-MNIST-State-Of-The-Art Tensorflow-MNIST-State-Of-The-Art Public

    Building High Performance Convolutional Neural Networks with TensorFlow

    Jupyter Notebook 4 1

  4. Reinforcement-Learning-Algorithms Reinforcement-Learning-Algorithms Public

    This project focuses on comparing different Reinforcement Learning Algorithms, including monte-carlo, q-learning, lambda q-learning epsilon-greedy variations, etc.

    Python 3

  5. Autonomous-Vehicles-Adaptive-Cruise-Control Autonomous-Vehicles-Adaptive-Cruise-Control Public

    An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents

    Python 18 8