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Hello there! πŸ‘‹,

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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  • πŸ”­ Currently working as a Full Stack Software Engineer at Behavioral Signals.
  • 🌱 Deep expertise in Machine Learning and Full Stack Development.
  • πŸ‘¨β€πŸ’» Skilled in ReactJS, FastAPI, Django, Python, JavaScript/TypeScript, and machine learning frameworks like scikit-learn, PyTorch, Keras and TensorFlow.
  • πŸ† Winner of "Code the IoT Hackathon of MaTHiSiS Project" at the University of West Attica.
  • πŸ“š 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.
  • πŸ• 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:


  • πŸ’» Β : Python Typescript JavaScript

  • 🧠 Β : scikitlearn pytorch keras TensorFlow

  • 🌐 Β : ReactJS Angular Node.js FastAPI Django

  • πŸ›’ Β : MySQL MongoDB PostgreSQL

  • βš™οΈ Β : Git docker


Now Playing β€” Spotify 🎧



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Theodoros Psallidas's Projects

archeo icon archeo

ARCHEO: a python lib for sound event detection in areas of touristic Interest

bovw icon bovw

Bag of Visual Words (BoVW)

deep_video_extraction icon deep_video_extraction

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 videos. Additionally, you can process audio separately by converting it into spectrograms.

dragon-book-exercise-answers icon dragon-book-exercise-answers

Compilers Principles, Techniques, & Tools (purple dragon book) second edition exercise answers. ηΌ–θ―‘εŽŸη†οΌˆη΄«ιΎ™δΉ¦οΌ‰η¬¬2η‰ˆδΉ ι’˜η­”ζ‘ˆγ€‚

ev-mobile icon ev-mobile

The Open e-Mobility Charging Station management mobile React-Native application (check also ev-server and ev-dashboard)

pre-commit-hooks icon pre-commit-hooks

Streamline Python code quality with pre-configured hooks for black, isort, flake8, and autoflake, ensuring consistent and clean code in every commit

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