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πŸ’­
Brainstorming with myself
πŸ’­
Brainstorming with myself

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seralouk/README.md

πŸ‘‹ Hi, I'm Serafeim Loukas

πŸ’‘ Senior Data Scientist @ IATA (Geneva) | PhD (EPFL, CH), MSc (UNIGE, CH), MSc (NTUA, GR) 🌍 Bridging machine learning, data science & AI with real-world applications in aviation, healthcare, and engineering.

At IATA, I design and implement cross-divisional ML solutions that drive global business value. From simply traditional classification to multi-agent GenAI solutions.

πŸš€ Expertise

  • Data Science & ML: Forecasting, Classification, Regression, Clustering, Generative AI
  • Statistics: Hypothesis Testing, Experimental Design, Bayesian Inference
  • Engineering: Signal Processing, Biomedical Data, Network Science
  • Languages/Tools: Python, MATLAB, R, SQL, Snowflake

πŸ“Š Ranked Top 12 all-time contributor in Machine Learning on Stack Overflow.


πŸ› οΈ Skills & Tools

Programming & Scripting

Python R Bash MATLAB

Machine Learning & AI

TensorFlow PyTorch Scikit--learn Pandas NumPy

Cloud & DevOps

AWS GCP Docker Git GitHub Bitbucket

Databases & Data Tools

Snowflake SQL Jupyter JupyterLab


πŸ“œ Certifications (selected)

  • Generative AI with LLMs (DeepLearning.ai)
  • Deep Learning (TensorFlow & PyTorch)
  • Amazon SageMaker Studio for DS (AWS)
  • Applied ML in Python (Univ. of Michigan)
  • Snowflake Fundamentals

(see LinkedIn for full list)


πŸ“¬ Consulting Services

I provide custom consulting in:

  • ML model development
  • Strategic data analytics
  • Forecasting & business intelligence

πŸ‘‰ Learn more: Patreon | LinkedIn Services


🌐 Find Me Online


Pinned Loading

  1. Weighted_Linegraph Weighted_Linegraph Public

    Function to calculate the weighted linegraph of a graph in igraph Python

    Python

  2. LDA_toolbox LDA_toolbox Public

    HTML

  3. Nodal-Efficiency-igraph Nodal-Efficiency-igraph Public

    Nodal / Local Efficiency in igraph python

    Python 1

  4. kde_ebm_open kde_ebm_open Public

    Forked from ncfirth/kde_ebm_open

    WIP

    Python 2

  5. Voxel_wise_Laplace_Modularity Voxel_wise_Laplace_Modularity Public

    Python 1

  6. RecommendationSystem RecommendationSystem Public

    A Movie Recommendation System in Python from Scratch

    Jupyter Notebook