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 🇨🇭

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.

Languages & Analysis

Machine Learning & Data

Visualization & Design

Databases — SQL & NoSQL

Tools & DevOps

Hardware Tinkering

• 🔮 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

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