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Dalageo/README.md

Hey there 👋🏻, I'm Dalageo!

A passionate enthusiast of Artificial Intelligence and Automation, who always eager to learn and tackle new challenges. Recently, I graduated with a Master’s degree and completed my thesis titled "Investigating the Performance of a Vision Transformer Model for Anomaly Detection in Laser Metal Deposition Imaging." The research explored a Transformer-based approach to optimize the Laser Metal Deposition process by detecting anomalies in captured images. It specifically applied a custom Vision Transformer-decoder architecture and introduced a novel method to achieve near-perfect accuracy.

📘 Curious to explore my work?

Master's Thesis

Feel free to check it out on DiVA (Digitala Vetenskapliga Arkivet) and delve into the research findings!


About Me

Brain-gif
  • Currently Learning and Exploring 🌱
  • Actively Working on Projects 💡
  • Keeping Myself Updated 📚
  • Always Open to Collaborating on Exciting Projects 🤝
  • Feel Free to Ask Me Any Questions 💬

Find Me On:

konstantinos dalageorgos   konstantinos dalageorgos   HuggingFace Kaggle Profile



Technical Stack

Programming Languages python   cplusplus   C#-logo   HTML-logo   HTML-logo   SQL-logo   ASM-logo  
Backend Development fastapi   redis   celery   supabase   mysql   postman  
Cloud & DevOps gcp   azure   docker   cloudflare   railway  
Machine Learning & Data Science pytorch   tensorflow   scikit_learn   opencv   pandas   Numpy-logo   seaborn  
Language & Vision Models gemini   openai   llama   mistral   langsmith  
IDE & Version Control Vs-logo   Vscode-logo   Jupyter-logo   git  
Industrial Engineering & Automation ABB-logo   Twincat-logo   arduino   matlab   Autocad-logo  

Stats & Activity


Github Streak

Top Repositories

PaperClipInspection GANScapeGenerator ML-GasSensorDrift

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  1. PaperClipInspection PaperClipInspection Public

    Analyzing Paper Clips Using Deep Learning and Computer Vision Techniques 📎

    Jupyter Notebook 18 5

  2. GANScapeGenerator GANScapeGenerator Public

    Generating Landscapes Using DCGAN and StyleGAN3 🏞️

    Jupyter Notebook 12 2

  3. ML-TitanicShipwreck ML-TitanicShipwreck Public

    Exploring the World's Most Renowned Shipwreck 🚢

    Jupyter Notebook 12 2

  4. ML-GasSensorDrift ML-GasSensorDrift Public

    Drift Detection in Gas Sensor Array at Different Concentration Levels ☢️

    Jupyter Notebook 13