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@theopsall theopsall Follow
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Theodoros Psallidas theopsall

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Senior Software Engineer @ ProxyFoods | Ph.D. candidate in Video Summary @ University of Thessaly | MSc in Data Science | BSc in Computer Science
42 followers · 119 following
  • Athens
  • https://theopsall.github.io/
  • https://orcid.org/0009-0009-1325-9998
  • in/tpsallidas
  • @TheoPsallidas

Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: StarstruckAchievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: StarstruckAchievement: QuickdrawAchievement: YOLO
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theopsall/README.md

Theodoros Psallidas' signature

Theodoros Psallidas

Senior Software Engineer · Building agentic platforms with LangGraph · PhD candidate, multimodal video summarization

Website Download CV Google Scholar LinkedIn Email


I am a Senior Software Engineer at ProxyFoods building agentic recipe generation with LangGraph, RAG and OpenFGA. I am also a PhD candidate in Computer Science at the University of Thessaly, where my research covers multimodal video summarization, computer vision and audio. I am based in Athens, Greece.

  • 🔭 Now: agentic platforms (LangGraph, RAG, human-in-the-loop) at ProxyFoods.
  • 🧠 Before: ML and full-stack work at MyTripMyWay, Behavioral Signals, NCSR Demokritos and Optechain.
  • 🏆 Winner of the "Code the IoT Hackathon" of the MaTHiSiS project, University of West Attica.
  • 🍺 Off the clock I enjoy craft beer, and I pair-program with Barney, my dog.

The full experience, publications and CV live on theopsall.github.io.

Selected publications

  • Video summarization based on feature fusion and data augmentation, Computers, 2023
  • Multimodal summarization of user-generated videos, Applied Sciences, 2021
  • Multimodal video summarization based on fuzzy similarity features, IEEE IVMSP, 2022

All eight are on Google Scholar and listed with DOIs on the website.

Open source

  • Video-Summarization: code and dataset for my MSc thesis on multimodal summarization of user-generated videos
  • multiSmote: a multi-label approach to the SMOTE algorithm
  • deep_video_extraction: deep audio and visual feature extraction from video
  • video_annotator: web app for annotating video shots

Stack

Python TypeScript JavaScript
LangGraph FastAPI Django Node.js
React Angular
PyTorch scikit-learn TensorFlow Keras
PostgreSQL MySQL MongoDB
Docker Azure Git

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  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 22 4

  3. multiSmote multiSmote Public

    A multi-label approach of the SMOTE algorithm

    Python 10 3

  4. video_annotator video_annotator Public

    A Video Annotator Web App

    Python 6

  5. BoVW BoVW Public

    Bag of Visual Words (BoVW)

    Python 4

  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

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