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Gavand1969/README.md

Gavin Anderson

Data Scientist · Operations & Supply-Chain Analytics · U.S. Army Veteran
M.S. Data Science (Texas Tech, 2025 · GPA 3.83) — based in Owensboro, KY

LinkedIn Email Open to work


About

I build forecasting tools, ML models, and operational dashboards that turn messy real-world data into decisions. I spent 10 years owning supplier quality, parts analytics, and KPI reporting at an automotive operation while completing a quantitative M.S. — so my code is built for people who have to use it, not just submit it.

  • M.S. Data Science, Texas Tech University (Rawls College of Business) — May 2025, GPA 3.83
  • B.S. Science & Technology, Multi-Disciplinary, PennWest California — May 2023, Cum Laude
  • U.S. Army veteran — Infantryman (11B), Team Leader (USAR); Honorable Discharge, August 2022

What I'm working on

Project What it does Stack
sim2sim Operations-research platform — 9 queuing models, 6 inventory models, LP, Monte Carlo, AI-explained results. Built to replace $5K/yr Arena licenses. Python · SciPy · FastAPI · Claude API
quant-trading-engine Autonomous trading system — stacked ML ensemble (LightGBM + XGBoost + LSTM), 90+ features, institutional risk management, Alpaca integration. Python · LightGBM · XGBoost · TensorFlow · Alpaca
sentinel Personal endpoint security monitor — behavioral detection of spyware, C2 beacons, persistence implants. Live web dashboard. Python · psutil · FastAPI · WebSockets
Used-Cars- Stacked-ensemble price-prediction pipeline (LightGBM + XGBoost + CatBoost meta-learner). R² ≈ 0.93. Python · scikit-learn · LightGBM · XGBoost · CatBoost

Stack

Languages Python · R · SQL · C/C++ · TypeScript Data / ML pandas · NumPy · scikit-learn · LightGBM · XGBoost · CatBoost · TensorFlow / Keras · OpenCV · statsmodels BI / Viz Power BI · Tableau · Plotly · Matplotlib · Streamlit Infra Git · Docker · FastAPI · Django · PostgreSQL · Supabase · Digital Ocean

Background highlights

  • 10 years at Grillo's Automotive — Parts & Materials Manager, then Operations & Parts Analyst. Built KPI dashboards, supplier scorecards, and a defect-rate tracking system that contributed an estimated $200K+ in annual savings.
  • Army (Nov 2013 – Aug 2022) — Infantryman; deployed to Jordan 2016-17 (KASOTC, JTC, Tower 22) in support of Operation Inherent Resolve; NTC rotation 2019 with a National Guard Stryker Brigade Combat Team; Team Leader (USAR).
  • Quantitative coursework — Statistics, Simulation & Optimization, Time Series Analysis, Big Data Strategy, Business Intelligence.

Currently open to

Analytics · Data Science · Operations · Manufacturing · Supply Chain · ML Engineering roles — Owensboro KY, remote-US, or DC area.

📫 gavanderson13@gmail.com  •  LinkedIn

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  1. sentinel sentinel Public

    Personal endpoint security monitor — behavioral detection of spyware, C2 beacons, persistence implants, and anomalies on macOS.

    Python

  2. sim2sim sim2sim Public

    Operations Research platform — 9 queuing models, 6 inventory models, LP, Monte Carlo simulation, AI-explained results. Replaces $5K/yr Arena licenses.

    Python

  3. web_scraping_service web_scraping_service Public

    Concurrent web scraping service in Python with rate limiting and structured output.

    Python