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tracyreuter/README.md

Data Scientist with 12+ years' experience [AI, ML, NLP].

Above all, I am a tenacious problem-solver. [Truck stop waitress -> Princeton PhD.] Mentees summarize my style as “the perfect balance of instruction and independence" and colleagues commend my ability to blend technical precision with empathetic communication. Families literally let me shoot lasers into their babies’ brains – for science! – because I excel at clearly explaining complex ideas.

Languages & Tools: SQL, Python, R, Git, Bitbucket, AWS, Snowflake, Jira, Confluence

Favorite Packages: pandas, numpy, dplyr, scikit-learn, tensorflow, keras, nltk, spacy, plotnine, ggplot2

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

    Visualize time series data mean and standard error

    Jupyter Notebook

  5. diagnosis-prediction diagnosis-prediction Public

    Predict a binary outcome (diagnosis) via support vector machine

    Python

  6. ICD10-codes-XML-parser ICD10-codes-XML-parser Public

    Parse a XML file of ICD10 codes

    Jupyter Notebook