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GregB712/README.md

πŸ‘‹ Hi, I’m Gregory

πŸŽ“ MSc in Data and Web Science – Aristotle University of Thessaloniki
πŸ’» Data Scientist with experience in demand forecasting, ML prototyping, and scalable data solutions
🧠 Interested in Natural Language Processing, especially its applications in healthcare and accessibility
πŸ“ Based in Thessaloniki, Greece
πŸ“¬ [email protected] | LinkedIn


πŸš€ About Me

I'm a data scientist with a solid background in time series forecasting, statistical modeling, and machine learning, passionate about building tools that solve real-world problems. My recent work has focused on demand forecasting for retail and supply chain optimization, where I’ve designed scalable forecasting pipelines, led client demos, and created in-house automation tools to improve efficiency.

I'm also deeply interested in Natural Language Processing (NLP)β€”especially in using LLMs to improve how people access and understand complex information. My Master's Thesis explored plain language summarization of clinical trials using models like DistilBERT and Mistral-7B.


πŸ“š Featured Projects

  • 🧠 Master's Thesis – Plain Language Summarization of Clinical Trials
    Developed a dataset and evaluated transformer models (DistilBERT, Mistral-7B) to make clinical trial outcomes more accessible to the public.
    β†’ Check out the repo

  • πŸ“° LLM Finance Summaries
    Leverage Large Language Models (LLMs) to generate concise summaries of financial and news articles, with tools for evaluation, visualization, and interactive exploration. β†’ Check out the repo

  • πŸ“Š Probabilistic Demand Forecasting
    This repository contains my solution to a demand forecasting challenge involving the prediction of daily probabilistic demand distributions for item-store combinations. β†’ Check out the repo


πŸ›  Tech Stack

  • Languages: Python, Java, C++, SQL
  • ML/NLP: scikit-learn, Hugging Face Transformers, PyTorch
  • Tools: Kubernetes, MongoDB, LangChain
  • Other: Git, Linux, Jupyter, Streamlit

✨ Currently Looking To...

πŸ“’ Share more of my work on GitHub

πŸ“ˆ Keep learning and pushing boundaries in ML/AI


Thanks for visiting! πŸš€

Pinned Loading

  1. PLS_of_Clinical_Trials PLS_of_Clinical_Trials Public

    Jupyter Notebook

  2. LLM_Finance_Summaries LLM_Finance_Summaries Public

    Jupyter Notebook

  3. acmauth/GradeML acmauth/GradeML Public

    The Machine Learning part of the Grade++ Project

    Jupyter Notebook 3 2

  4. din0s/ActionHeroes din0s/ActionHeroes Public

    An initiative to motivate people to participate in acts of volunteering in their cities.

    JavaScript 1 1

  5. Cryptography_2020 Cryptography_2020 Public

    Implementation of various Cryptographic algorithms from scratch.

    Jupyter Notebook 1

  6. Probabilistic_Demand_Forecasting Probabilistic_Demand_Forecasting Public

    This repository contains my solution to a demand forecasting challenge involving the prediction of daily probabilistic demand distributions for item-store combinations.

    Jupyter Notebook