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tracyreuter/README.md

Data Science leader with expertise in healthcare, machine learning, and natural language processing.

Above all, I’m a tenacious problem-solver. (I went from truck stop waitress to Princeton PhD.) Leading by example, I coach my direct reports beyond their comfort zone to achieve their unique goals. Mentees summarize my style as engaging, responsive, and “the perfect balance of instruction and independence.” Similarly, my colleagues describe me as collaborative, kind, and “the ultimate team player” because I blend technical precision with empathetic communication. Families literally let me shoot lasers into their babies’ brains – for science! – because I excel at explaining complex ideas in clear terms.

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  1. regression-hypothesis-testing regression-hypothesis-testing Public

    Test hypotheses for two diagnostic groups via regression

    R

  2. NLP-speech-to-text NLP-speech-to-text Public

    Convert speech to text using HuggingFace, comparing Wav2Vec2 versus OpenAI Whisper

    Jupyter Notebook

  3. time-series-anomaly-detection time-series-anomaly-detection Public

    Detect anomalies in time series data via permutation

    R

  4. NLP-sentiment-analysis NLP-sentiment-analysis Public

    Analyze sentiment from text

    Jupyter Notebook

  5. time-series-visualization time-series-visualization Public

    Visualize time series data mean and standard error

    Jupyter Notebook

  6. diagnosis-prediction diagnosis-prediction Public

    Predict a binary outcome (diagnosis) via support vector machine

    Python