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Zialo/README.md

Hello everyone 👋 My name is Hodei!!

Computer Science

I am a Computer Engineer with a specialisation in Computing and Intelligent Systems from the Public University of Navarra and I also have a Master's degree in Data Science from the University of Granada. In addition to this, I also have a degree in Video Game Development and Virtual Reality Applications, also obtained at the Public University of Navarra at the same time as my degree.

What I like most about my studies is Bioinformatics, Computer Vision and Machine Learning, that is, everything related to Artificial Intelligence, although I am also interested in Cybersecurity, Blockchain and new technologies related to Virtual and Augmented Reality.

👨‍💻 Work Experience

🔵 Project Assistant - ImitAI, Neuraptic AI and Public University of Navarre

October 2021 - Nowadays

  • I have been working on finding out what is the best configuration of data (both visual and non-visual) needed by a model to perform industrial robotic tasks.
  • I have analysed different data generation and simulation frameworks in order to see which one is able to provide the most information when trying to perform real-world tasks in a virtual world.
  • I have trained thousands of models using CNN, LSTM and other architectures with the goal of obtaining a model that is able to simulate a robotic task as accurately as possible in a virtual world.
  • I have worked with virtual, synthetic (imitating as closely as possible the real data within the virtual world) and real data, being the latter the ones that I have analysed and evaluated before putting them into production in order to make the AI able to visualise them better, saving space and time.
  • I have read and studied several scientific articles where they talk about different techniques and methods of application of Imitation Learning in order to be able to replicate them and carry them out through implementations of these. The main topic and object of study has always been Few-Shot and One-Shot Learning based on visual and non-visual data.

🔵 University Professor - Public University of Navarre

September 2022 - Nowadays

  • Theoretical and practical teacher in charge of the first year Computer Science subject taught to the Industrial Engineering, Mechanical Engineering and Electrical-Electronic Engineering groups.

🔵 Programmer and Developer in AI Team - DasNano/Veridas

July 2020 - September 2020

  • Extracurricular internship during the summer where I performed tasks within different teams doing more work within the facial biometrics and artificial intelligence team.

🛡️ Languages and Tools

🔹 Languages:

Python  C  Java  Matlab  R  PHP  Javascript  HTML5  CSS3  Processing  AndroidStudio 

🔹 Other Tools:

Anaconda  Arduino  Bash  Git  Jupyter  MySql  MongoDB  Pandas  NumPy  OpenCV  PyTorch  TensorFlow  Ubuntu 

🛠️ My Featured Projects

The personal projects I am most proud of are the two shown below. The first of these was my Degree Thesis. The second, on the other hand, is my Master's Thesis.

If you have any questions, please do not hesitate to contact me by [e-mail](mailto:[email protected]):incoming_envelope:

Pinned Loading

  1. Leukemia-Research Leukemia-Research Public

    Respository with the code used for the realization of my master thesis which consists in the detection of Leukaemia by means of automatic learning techniques and computer vision.

    Jupyter Notebook 1

  2. Trabajo-Fin-de-Master Trabajo-Fin-de-Master Public

    Repositorio dedicado a almacenar los recursos necesarios para la realización del Trabajo de Fin de Master

    Jupyter Notebook 1

  3. Artificial-Vision-Models Artificial-Vision-Models Public

    Forked from opencv/opencv_zoo

    Model Zoo For OpenCV DNN and Benchmarks.

    Python

  4. Nintendo-Switch-CSharp-Emultator Nintendo-Switch-CSharp-Emultator Public

    Forked from emmauss/Ryujinx

    Experimental Nintendo Switch Emulator written in C#

    C#

  5. stable-diffusion-webui stable-diffusion-webui Public

    Forked from AUTOMATIC1111/stable-diffusion-webui

    Stable Diffusion web UI

    Python

  6. BoostYourOwnDepth BoostYourOwnDepth Public

    Forked from compphoto/BoostYourOwnDepth

    Apply our monocular depth boosting to your own network!

    Python