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jako6f/README.md

Hi there, my name is Jakob 👋

  • 🧠 BSc in Psychology, where I first became interested in data and human behaviour.
  • 📚 Developed a strong interest in research and computational methods during my undergrad.
  • 🎓 MSc in Social Data Science @ Trinity College Dublin, specialising in NLP and machine learning.
  • 💼 AI Decision Science Analyst @ Accenture, applying data science, statistics, and ML to real-world problems.

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  1. msc-nlp-therapy-speak msc-nlp-therapy-speak Public

    Reproducible MSc-level NLP pipeline for diachronic analysis of “therapy-speak” (ADHD, autism) in large-scale web data (Common Crawl), covering data ingestion, filtering, analysis, and LaTeX reporting.

    Jupyter Notebook

  2. epstein-co-mention-network epstein-co-mention-network Public

    Exploratory data science project building a weighted PERSON/ORG co-mention network from OCR text in the Epstein release corpus. Uses text filtering, spaCy NER, entity cleaning, deterministic pilot …

    Jupyter Notebook

  3. hormuz-chokepoint-simulation hormuz-chokepoint-simulation Public

    Computational Methods project on structural vulnerability to a simulated Strait of Hormuz closure. Reproducible Python/LaTeX workflow using maritime trade and route-scenario data to analyse commodi…

    Jupyter Notebook

  4. dublin-air-quality-forecasting dublin-air-quality-forecasting Public

    Machine learning group project for Trinity College Dublin’s Intro to Machine Learning module. Uses Google Air View and weather data to analyse and forecast next-day air pollution in Dublin, with a …

    Jupyter Notebook 1

  5. ep-crosslingual-semantic-drift ep-crosslingual-semantic-drift Public

    Measuring Meaning Preservation: Embedding-Based Evidence from German–English European Parliament Speeches, 2000–2024

    Jupyter Notebook