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AliKatMcKin/README.md

Alissa McKinney

I spent eight years working in local government, moving from customer service into process analysis and eventually into administering a production database. I went back for a BS in Data Analytics to credential experience I already had, and to replace Excel-based habits with Python, SQL, version control, and reproducibility. Currently focused on honing skills while weighing pursuing an MS in Data Science.

Technical Skills

Also: R · Data Governance · Requirements Gathering · Database Administration · Lean Six Sigma Green Belt

A data solution is only as strong as its least confident user.

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  1. apple-a-day-capstone apple-a-day-capstone Public

    K-Means clustering analysis of state-level children's social program funding (SNAP, Medicaid/CHIP, Head Start) against violent crime and incarceration rates, 2001–2016. WGU BSDA capstone.

    Python

  2. tableau-us-poverty-trends tableau-us-poverty-trends Public

    Three-page Tableau dashboard on 2015 US county-level poverty, examining geographic concentration and relationships with unemployment and per capita income, using a colorblind-safe diverging palette.

  3. sparkify-postgres-etl sparkify-postgres-etl Public

    ETL pipeline extracting song and user activity data from JSON into a PostgreSQL star schema, with idempotent upserts, a dedicated time dimension, and psycopg2-based loading.

    Python

  4. census-income-ml-api census-income-ml-api Public

    Logistic regression classifier predicting income bracket from UCI Census data, served through a FastAPI REST API with pytest unit tests, per-slice fairness auditing, DVC data versioning, and GitHub…

    Python

  5. census-crime-data-wrangling census-crime-data-wrangling Public

    Gathering, assessing, and joining US Census ACS API data with state crime statistics to test the relationship between poverty, income, and property crime. Documents four data quality and tidiness i…

    Python

  6. ab-test-analysis ab-test-analysis Public

    A/B test evaluating a redesigned e-commerce page, using bootstrap simulation under the null and logistic regression as independent tests, with conversion broken out by country.

    Python