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theopsall/README.md

Hello there! 👋,

Welcome to my digital realm,

I am Theodoros Psallidas, hailing from the historic land of Greece, currently living the dream. A passionate Ph.D. candidate at the University of Thessaly and Machine Learning Engineer, I specialize in audiovisual data analysis and machine learning, with a focus on multimodal video summarization.

Theodoros Psallidas' Signature

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  • 🔭 Currently working as a Full Stack Software Engineer at Behavioral Signals.
  • 🌱 Deep expertise in Machine Learning and Full Stack Development.
  • 👨‍💻 Skilled in ReactJS, FastAPI, Django, Python, JavaScript/TypeScript, and machine learning frameworks like scikit-learn, PyTorch, Keras and TensorFlow.
  • 🏆 Winner of "Code the IoT Hackathon of MaTHiSiS Project" at the University of West Attica.
  • 📚 Published author and researcher in fields like multimodal video summarization and sound event detection.
  • 🍺 When I'm not coding, I enjoy a cold craft beer, hopping from one code to another brew! Sometimes, they come together.
  • 🐕 Pair programming with Barney, my dog who enjoys keeping me company while I code.



GitHub Streak

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Technical Proficiency

As a Machine Learning Engineer and Full Stack Developer, I have honed my skills across a broad range of technologies and tools. Here are some of the key areas of my expertise:


  • 💻  : Python Typescript JavaScript

  • 🧠  : scikitlearn pytorch keras TensorFlow

  • 🌐  : ReactJS Angular Node.js FastAPI Django

  • 🛢  : MySQL MongoDB PostgreSQL

  • ⚙️  : Git docker

Now Playing — Spotify 🎧


Gmail Website GitHub GitHub LinkedIn Twitter

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Pinned

  1. whisper_wrapper whisper_wrapper Public

    Python 2

  2. Video-Summarization Video-Summarization Public

    Multimodal summarization of user-generated videos from wearable cameras

    Jupyter Notebook 14 4

  3. multiSmote multiSmote Public

    A multi-label approach of the SMOTE algorithm

    Python 9

  4. video_annotator video_annotator Public

    A Video Annotator Web App

    Python 6

  5. BoVW BoVW Public

    Bag of Visual Words (BoVW)

    Python 2

  6. deep_video_extraction deep_video_extraction Public

    deep_video_extraction is a powerful repository designed to extract deep feature representations from video inputs using pre-trained models. With support for both visual and aural features from vide…

    Python 9 1