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mthelm85/README.md

Matt Helm

Full-Stack Data Scientist | Staff Research Engineer

I build and deploy production-ready data and AI systems, combining analytics, optimization, and reliable software engineering. I focus on solving complex problems at scale with accuracy and maintainability.

Focus

  • Production AI systems and tool-using agents
  • Optimization, simulation, and causal analysis
  • High-performance data pipelines and open-source Julia tooling
  • Cloud deployment on Azure and AWS

Tech

  • Languages: Julia, Rust, JavaScript/TypeScript, Python, SQL, R
  • Expertise: Optimization · Simulation & modeling · Causal inference · Numerical methods · Data engineering
  • Tools: Git · GitHub Actions · Docker · WASM

Open Source

  • CheckMate.jl — data validation & integrity rules
  • TerraStat.jl — geospatial labor & economic data tooling
  • PlutoDataTable.jl — interactive tables for Pluto.jl
  • CurrentPopulationSurvey.jl — high-performance Census/BLS microdata parsing

Portfolio: http://matthelm.pro

Popular repositories Loading

  1. PlutoDataTable.jl PlutoDataTable.jl Public

    An interactive data table for Pluto.jl notebooks.

    Julia 10 1

  2. CurrentPopulationSurvey.jl CurrentPopulationSurvey.jl Public

    A simple package for easily downloading/parsing CPS microdata files.

    Julia 6 1

  3. PAM.jl PAM.jl Public

    Partitioning Around Medoids

    Julia 3

  4. homeward-bound-game homeward-bound-game Public

    Vue 3

  5. regression-plot regression-plot Public

    Cool 3D waterfall/scatter plot for regression

    Julia 2

  6. JuliaAPIClient JuliaAPIClient Public

    Proof of Concept for front end that calls Julia API

    Vue 2