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Sandra-Senn/README.md

Hi, I'm Sandra ✨

Turning messy data into stories people understand.

🧠 Data Science Student @ Fachhochschule Nordwestschweiz (FHNW) — 6th semester

🏢 Started with an apprenticeship & office experience → so I know how the real world works, not just the notebooks

📍 Switzerland 🇨🇭

🔍 What I'm about

sandra = {
    "loves":         ["machine learning 🤖", "storytelling with data 📖", "UX/UI design 🎨"],
    "obsessed_with":  "explainable AI — because a model nobody understands helps nobody 🔮",
    "superpower":     "translating between business people and algorithms",
    "currently":      "studying, building, and asking models *why* they think what they think"
}

My take: The best model isn't the one with the highest accuracy — it's the one people trust, understand, and actually use. That's why I live at the intersection of ML × UX × explainability.

🛠️ Tech Stack

Languages & Analysis

Python R LaTeX Markdown

Machine Learning & Data

Pandas NumPy scikit-learn Hugging Face Jupyter

Visualization & Design

Matplotlib Plotly

Databases — SQL & NoSQL

MySQL MongoDB Neo4J

Tools & DevOps

GitHub GitLab GitHub Actions Docker Bash Script Windows Terminal

Hardware Tinkering

Arduino Raspberry Pi

🌱 Currently exploring

  • 🔮 Explainable AI — SHAP, LIME & making black boxes a little less black
  • 🎨 Data storytelling & visualization — because a good chart beats a 50-page report
  • 🧩 Human-centered ML — designing models with the user in mind, not just the metrics

🌐 Let's connect

LinkedIn

💬 "Data tells you what happened. A good story tells you why it matters."

Popular repositories Loading

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  5. Sandra-Senn Sandra-Senn Public

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