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hfactor13/README.md

Henry Cuzco

Data & Mechanical Engineer · Chicago, IL

ETL pipelines · SQL data modeling · GCP/BigQuery · Scientific Python

I build data infrastructure for complex engineering environments — pipelines, schemas, and analytics workflows that make large technical datasets usable. My background spans mechanical engineering and scientific computing.

Currently at KCI Engineering Consultants, building Python-based ETL post-processing pipelines for thermal-hydraulic simulation workflows. Previously at Argonne National Laboratory, I designed SQL database schemas for the engineering component inventory website.

Open Source Contributions

Project Contribution
c4dynamics/c4dynamics Reviewer and contributor — README updates and documentation fixes for pyOpenSci package submission
scipy/scipy Updated benchmarking docs to use the dev.py interface — merged into scipy:main
pandas Code and documentation contributions
pyOpenSci Documentation and community contributions

Featured Projects

Illinois Weather Trends Queried and analyzed large-scale NOAA climate datasets using Google BigQuery on GCP. Built Python pipelines for multi-decade trend analysis and visualization. Python GCP BigQuery Pandas Matplotlib

MIMIC Clinical Data Pipeline End-to-end data engineering pipeline on the MIMIC clinical dataset — ingestion, transformation, classification, and Power BI dashboards. Python SQL Pandas DuckDB

Chess Game Analytics Data pipeline using the Lichess public API to collect, transform, and store game records. Visualizes performance trends and patterns over time. Python SQL REST API

Lorenz Attractor Simulation Chaotic dynamical system simulation using Runge-Kutta numerical integration methods. Python Fortran SciPy NumPy

Stack

Languages   Python · SQL · Fortran · Bash
Data        Pandas · NumPy · SciPy · Matplotlib
Cloud       GCP · BigQuery
Tools       Git · GitHub · LaTeX
Domain      Thermal-hydraulic systems · Structural simulation · Synchrotron beamlines

Background

  • ⚡ KCI Engineering Consultants — Mechanical Engineer, 2026–Present
  • 🔬 Argonne National Laboratory — Mechanical Engineer (Contract), 2020–2023
  • 🎓 B.S. Mechanical Engineering, University of Illinois at Urbana-Champaign

LinkedIn Email

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  1. MIMIC-Clinical-Demo-Project MIMIC-Clinical-Demo-Project Public

    This repository analyzes healthcare data from the MIMIC-III Clinical Demo Database.

    Python

  2. IllinoisWeather IllinoisWeather Public

    This repository analyzes weather data from NOAA's Global Historical Climatology Network Daily datasets (GHCN-D). The analysis will focus on the year 1990 to 2023 in Illinois.

    Jupyter Notebook 1

  3. python-package-guide python-package-guide Public

    Forked from pyOpenSci/python-package-guide

    Python packaging made simple. Recommendations & guidance curated by the pyOpenSci community

    Python

  4. c4dynamics c4dynamics Public

    Forked from c4dynamics/c4dynamics

    The Python framework for state-space modeling and algorithm development

    Python

  5. pandas pandas Public

    Forked from pandas-dev/pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Python

  6. scipy scipy Public

    Forked from scipy/scipy

    SciPy library main repository

    Python