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jtmccorm/README.md

John T McCormick

Model Builder, Assumption Breaker,
Never satisfied with dashboards, half-truths, or process without production,
Last to end a conversation, Last to text back,
Patrol Sleepwalker and God Pin Maker,
Husband and father of three boys.

Former cavalry scout turned military data scientist and ML engineer. Educated at USMA (Applied Mathematics, Military History) and Carnegie Mellon’s MISM-BIDA.

I focus on probabilistic modeling, analytics, and decision-support systems that remain useful when data is messy and stakes are high. Most of my work lives at the intersection of uncertainty, logistics, and real operational constraints.

📌 Highlighted Work

  • HES_Reevaluated — Geospatial analysis of historical Vietnam-era military data, integrating messy archival sources with ArcGIS visualizations
  • NETCOM_Capstone_S22 — Anomaly-detection web app using dynamic ensembles and SHAP, supporting real-world cybersecurity operations

🛠 Tech & Themes

Python · R · TypeScript
Probabilistic ML · Decision Support · LLM Integration
Flask / FastAPI · SHAP · Docker · AWS

Pinned Loading

  1. fast-range-map fast-range-map Public

    A tool for visualizing surface distribution capacity in real operational environments

    Python

  2. HES_Reevaluated HES_Reevaluated Public

    Data Analytics x Military History

    R 2

  3. NETCOM_Capstone_S22 NETCOM_Capstone_S22 Public

    Anomaly Detection Web Application using Dynamic Ensembles and SHAP Explanations

    HTML