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asanders4205/README.md

Hi there 👋 I'm Alec Sanders

I am a Healthcare Business Intelligence Analyst interested in transitioning to Data Science.

I'm currently studying Machine Learning in Databricks while supporting Radiology reporting at Geisinger. I'm currently the sole analyst on my team following the departures of two senior analysts

  • Past Projects
    • Patient No-Show prediction: Binary classifier on large healthcare dataset predicting patient no-show. End to End ML pipeline in Databricks, comparing Logistic Regression and Random Forest models. Pipeline modularized into Python packages, models implemented in Databricks notebooks. Model logging in MlFlow.

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  1. inspekta_api inspekta_api Public

    A Java-based desktop application that connects to the Walmart API, allowing users to search and sort products through an intuitive graphical interface. Final project for CSCI205 - Software Design a…

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  2. asanders4205 asanders4205 Public

    My ReadMe

  3. Image_Preprocessing Image_Preprocessing Public

    Jupyter Notebook

  4. no_show_prediction no_show_prediction Public

    Binary classification (Yes/No) prediction for appointment no-shows on a hospital dataset. Feature encoding, model selection, and model comparison, built for Databricks and logged in MLFlow

    Jupyter Notebook