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ArenCarpenter/README.md

👋 Welcome!

I'm a data scientist interested in exploring the intersection of machine learning and complex systems. As an undergraduate, my primary academic interests were in economics and oncology—epigenetics, immunotherapy, and imaging technologies for pathology. I was a research assistant in a herpetology lab where I supported conservation efforts for many species, led outreach events for community engagement, and first-authored research on the digestive physiology of Burmese pythons and the social behavior of Diamondback terrapins.

I have experience in data acquisition and modeling, statistical analysis, machine learning, deep learning, image classification, and NLP. As an analytic, outcome-based thinker I bring strong interpersonal skills to projects with a diverse set of clients, to deliver individualized outcomes. With strong skills in project management and research, developed through a background in biology, finance, and theater, I am a leader that drives improved outcomes with machine learning.

Outside of data science, I'm an avid sci-fi reader, average chess player, and Bob's Burgers fan.

💥 Happenings

  • I deployed a web app on Heroku using Streamlit to create an interactive model from my Predicting Diabetes Rehospitalizations repo. Check it out!

    • I was invited by Streamlit to host my web app on their beta version sharing service! Check it out!
  • I recently volunteered as a Data Analyst for DemocracyLab's latest hack-a-thon with OpenTwinCities' project exploring police reform and racial disparities in our communities. Check it out!

✏ Recent Towards Data Science Articles

☎ Connect

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  1. Detecting_ALL_with_CNN Detecting_ALL_with_CNN Public

    Using a Deep Learning CNN to detect acute lymphoblastic leukemia (ALL) from blood microscopy

    Jupyter Notebook 21 4

  2. Classifying_Pneumonia_CNN Classifying_Pneumonia_CNN Public

    Forked from stereopickle/pneumonia_img_classification

    Detecting Pneumonia from X-Rays with Deep Learning

    Jupyter Notebook 1

  3. Diabetes_Hospitalizations Diabetes_Hospitalizations Public

    Examining factors driving patient readmission to hospitals after diabetic incidents

    Jupyter Notebook 5 3

  4. Understanding_the_Rural_Uninsured Understanding_the_Rural_Uninsured Public

    What accounts for the wide gap in health insurance rates between rural and urban counties?

    Jupyter Notebook 2 1

  5. Covid_CT_Classification Covid_CT_Classification Public

    Identifying Covid-19 Cases from CT Scans

    Jupyter Notebook

  6. Predicting_Bike_Ridership Predicting_Bike_Ridership Public

    EDA and data visualization project exploring the ridership and customer segmentation of Capital Bikeshare data in Washington, D.C.

    Jupyter Notebook 1 1