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HankElmhurst/README.md

👋 Hi, I’m @HankElmhurst

A data professional and current M.S. in Data Science student at the University of Virginia (expected Aug 2026).
I previously spent more than a decade at the U.S. Census Bureau working on large-scale federal economic data systems.

What I focus on

  • Applied Data Science & Analytics
    • Cleaning and structuring messy real-world data
    • Building interpretable models for policy, compliance, and business decisions
  • Decision / Risk Systems
    • Public-sector and civic analytics (economic statistics, public health, investigations)
    • Operations, forecasting, and resource-allocation problems
  • Current Graduate Work
    • Bayesian inference and decision theory
    • Statistical inference/ Machine Learning
    • Data structures, relational databases, and ETL
    • Text / Documentation Analysis (NLP foundations)

Tools & languages

  • Programming: Python, R, Scripting, Java
  • Data & modeling: pandas, NumPy, scikit-learn, tidyverse, tidymodels, ggplot2
  • Databases: SQL (PL/SQL, PostgreSQL), relational schema design
  • Workflow: Git/GitHub, Linux command line, Jupyter, VS Code, RStudio

Example work (selection)

  • King_County_WA_Housing_Analysis – Private repository (available on request): end-to-end housing price analysis using public King County data, including ETL, feature engineering, regression models, diagnostics, and a fully documented report.
  • DS5100_Final_Project – Monte Carlo simulation of simple games in Python (UVA course project).
  • HW09-DSS100 – Early Python exercises from introductory programming coursework.
  • Additional Projects will be made available

Contact

Popular repositories Loading

  1. HankElmhurst HankElmhurst Public

    Config files for my GitHub profile.

  2. m09-demo-2025 m09-demo-2025 Public

    Forked from ontoligent/m09-demo-2025

    M09 Challenge

    Python

  3. HW09-DS5100 HW09-DS5100 Public

    Homework 09 Assignment for DS5100

  4. DS5100_Final_Project DS5100_Final_Project Public

    Final Project: Monte Carlo Simulated Games

    Jupyter Notebook

  5. FluSight-forecast-hub FluSight-forecast-hub Public

    Forked from cdcepi/FluSight-forecast-hub

    This is my folk of the Flu Sight Forecast Project.

    HTML

  6. statsforecast statsforecast Public

    Forked from Nixtla/statsforecast

    Lightning ⚡️ fast forecasting with statistical and econometric models.

    Python