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starshrimp/README.md

Hi 👋

I'm Sarah, a swiss veterinarian turned medical informatician, software engineer and AI enthusias. I love working at the intersection of medicine, data and software to build ML models, web tools and research prototypes for real use. I love taking ideas and turning them into something tangible, something people can interact with.

I love participating in hackathon with friends and am very excited to share my passion for programming with others. When I'm not coding, you will probably find me around my two horses, trying to keep my flat-coated retriever Ylvis from stealing my stuff, or exploring new ideas for fun :).

I enjoy learning new things, collaborating with motivated people and pushing myself to learn new things!

I’m currently working on a multitude of projects; they range from using physiological data to predict lung function in preterm infants, to horse anaesthesia all the way into biopharma.

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  1. shift-prediction shift-prediction Public

    A lightweight web-based tool for estimating the shift of the oxyhaemoglobin dissociation curve (ODC) in preterm infants based on SpO₂–PiO₂ measurements. Built for clinical research and potential be…

    JavaScript

  2. bioinformatics-tool bioinformatics-tool Public

    A comprehensive platform combining a backend Flask API (designed to run on Raspberry Pi in a Docker container) and a modern React frontend. Combines traditional bioinformatics analyses & a web appl…

    Jupyter Notebook 3

  3. measurement_picker measurement_picker Public

    Streamlit-based annotation tool for clinicians to label PiO₂–SpO₂ data and explore ODC fits. Supports dynamic curve fitting and saves annotations via Google Sheets API.

    Python

  4. DigitalBiomarkers DigitalBiomarkers Public

    1D & 2D Digital Biomarkers: signal processing and ML workflows for ECG, respiration, spike detection, and ultrasound-based tumor classification.

    HTML

  5. DataScience DataScience Public

    End-to-end data science workflows for predicting loan interest rates and credit repayment behavior using regression and neural networks (R, XGBoost, Keras). Includes model logging, evaluation, and …

    R

  6. CDSS CDSS Public

    Streamlit-based clinical decision support tool for equine antibiotic use, built with Python and Excel-based rules. Helps Swiss vets apply official guidelines quickly and consistently.

    Python