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With a background in IT Service Management and a growing focus on Data Science, I build projects that aim to turn complexity into clarity — and raw data into something useful.\n\nMy current work combines modeling, analysis, and automated reporting. The goal: to create solutions that are reproducible, explainable, and grounded in real-world processes.\n\n---\n\n## 🧩 How I work\n\n- Structured thinking and reproducible workflows  \n- From relational modeling to clean, interpretable outputs  \n- Strong in **SQL** · Building in **R**, **Power BI**, **Azure**  \n- Quiet, focused and committed to long-term clarity and stability\n\n---\n\n## 🧰 What I bring\n\n- **Data modeling \u0026 SQL**  \n  Design and implementation of relational structures and structured multi-layered data architectures\n\n- **Analysis \u0026 visualization**  \n  Exploratory analysis and insight generation with R (ggplot2, Quarto) and Power BI\n\n- **Reproducible workflows**  \n  Clean documentation and traceable analysis pipelines using R and Quarto\n\n- **KPI systems \u0026 score modeling**  \n  Development of metrics, weighted logic, and clear reporting concepts\n\n- **Applied learning \u0026 growth**  \n  HarvardX Data Science Certificate (completed)  \n  Ongoing certifications: IBM Data Engineering · Microsoft Power BI \u0026 Azure  \n  Documented personal projects with analytical depth\n\n---\n\n## 🔍 Current Projects\n\n🧠 **[animal-shelter-ml](https://github.com/alunera-data/animal-shelter-ml)**  \nCapstone project for edX: Using Random Forests to predict shelter outcomes based on open data.\n\n📊 **[fashion-retail-analysis](https://github.com/alunera-data/fashion-retail-analysis)**  \nNDK HF transfer project: regression, confidence intervals, Quarto reporting – based on \u003e6M synthetic transactions.\n\n🧱 *(Private project)*  \nMulti-layered data system with modeling logic, scoring, validation, and UI in R Shiny.  \nFocus: structured architecture and applied logic from ingestion to interpretation.\n\n---\n\n## 📬 Connect with me\n\n- GitHub: [@alunera-data](https://github.com/alunera-data)  \n- LinkedIn: [Yvonne Kirschler](https://www.linkedin.com/in/yvonne-kirschler-719224188/)\n\n---\n\n\u003e *\"Structure is clarity – and clarity builds confidence.\"*\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falunera-data%2Falunera-data","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falunera-data%2Falunera-data","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falunera-data%2Falunera-data/lists"}