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terry07/README.md

👋 🌎, my name is SK

(short for Stamatis Karlos)

🙃 Welcome to my SK-learn profile, where I summarize some of my achievements and findings into the GitHub platform 📍, and sometimes discuss them in my LinkedIn


Current positions and interests

💼 Professional Role: Senior Data Scientist at HP Inc. 🖨️

🎓 Academic Role: Adjunct Lecturer at Hellenic Open University - DAMA Program 📚

🐋 Consultant (part-time): Data Science Instructor at Big Blue Academy 🔵


🔭 I’m currently working on LLM observability 🤖💻 — Exploring the capabilities of Large Language Models (LLMs) and how we can monitor their performance.

🌱 I’m currently learning about Agents — Actively watching the following courses:

  • AI Agents Course offered by Hugging Face to deepen my understanding of agent-based systems, using open-source tools.
  • LLM evaluation for builders offered by Evidently AI to keep updated on that field. Final project can be found here.

👯 I’m looking to collaborate on ideas regarding Semi-Supervised Learning (SSL) — Let’s work together on this exciting field!

🤔 I’m searching for new article ideas — Would love some input on topics that could benefit from better explanation or a fresh perspective.

💬 Ask me about Weakly-supervised Learning methods and how to use unlabeled data effectively — Let’s chat about how to improve learning with minimal labeled data!

📫 How to reach me: stkarlos@upatras.gr and / or karlos.stamatis@ac.eap.gr

😄 Pronouns: Stam

⚡ Fun fact: Still searching for a destination better than Thessaloniki (SKG) — The city that stole my heart!


📰 Lastly, Nice Read: Article of the Moment

“Best-Practice RAG, from Prototype to Production”
by AI Makerspace team 🧠 A great read on hidden perspectives when we want to use RAGs!

📖 Check the presentation here


Well-spent break 🎶

Spotify


⚙️ Tech and libraries I love working with

Python Jupyter scikit-learn Pandas NumPy sktime Hugging Face


🌐 Socials / Indexing 🔎

LinkedIn Google Scholar DBLP Web of Science Entropy (MDPI)


💾 Git Activity 🌀

SK's GitHub stats

Top Langs

GitHub Streak

👀 Counters, counters everywhere 🧸📝

Visitor Count

💬 Quote of the Day 🔄

Quote

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  1. intelligence-csd-auth-gr/Instance-Based-ZSL Public

    Python 1

  2. intelligence-csd-auth-gr/zsl-wsl-sentence-mesh Public

    Python 2 1

  3. AL_SelfTrain_NCAA Public

    This github has been created for providing an implementatio of AL+SSL approach, which has been submitted to NCAA journal.

    Python

  4. Co-training-on-EDM Public

    Python 2 1

  5. ke80537 Public

    Forked from vaskanas/SemiSupervised-Algorithms

    Python

  6. sk_learn_path Public

    Sharing my personal journey through readings, online courses, and coding recipes.

    Jupyter Notebook 1 1