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John-Swindell/README.md

Hello, I'm John Swindell 👋

Computer Science student and AI focused engineer based in Chicago.
I build resilient data pipelines, automate infrastructure, and integrate LLMs into production environments.

Technical Stack

python logo cplusplus logo java logo javascript logo postgresql logo google cloud logo docker logo linux logo git logo pandas logo scikitlearn logo

Featured Projects

Project Description Stack
AI-Driven Onboarding LMS A headless LMS using the Gemini API to ingest internal wikis and synthesize role-specific curriculum. Python, Gemini API, Google Workspace, OpenAI API
ML Strategy Validation Signal Funnel diagnostic architecture using QuantStats and SHAP to disqualify high-risk trading strategies. Python, Scikit-Learn, CatBoost, Ta-lib
Quantitative ETL Pipeline Survivorship-bias-free data pipeline on GCP with a custom two-tier caching strategy (Local + Cloud). Python, Docker, GCP, Pandas, Numpy
Comic Book Scraper Bot A specialized Discord bot designed to track real-time inventory changes for limited-edition comic book variants. Python, BS4, Asyncio, Discord API

Connect with me

linkedin logo    gmail logo    website logo

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  1. data-engineering-etl-pipeline data-engineering-etl-pipeline Public

    A survivorship-bias-free data engineering framework for cryptocurrency markets. Features multi-source ingestion (market, on-chain, social), two-tier GCS caching, and strict point-in-time validation…

    Python

  2. automated-onboarding-pipeline automated-onboarding-pipeline Public

    Event-driven Python automation pipeline that orchestrates Airtable, DocuSign, and Google Drive to manage the full employee lifecycle from offer generation to access provisioning.

    Python

  3. comic-scraper-discord-bot comic-scraper-discord-bot Public

    A specialized Discord bot designed to track real-time inventory changes for limited-edition comic book variants.

    Python

  4. machine-learning-research-model machine-learning-research-model Public

    A robust backtesting engine using CatBoost and Walk-Forward Validation. Capable of diagnosing strategy risks, as demonstrated by the evaluation of volatility-weighted momentum models. This model ha…

    Jupyter Notebook

  5. Portfolio-SQL-Schema Portfolio-SQL-Schema Public

    A comprehensive project showcasing a relational SQL database for modeling student/skill/portfolio information, along with Python scripts for automated setup, data interaction, and querying.

    Python

  6. codingUnited/coding-united-hub codingUnited/coding-united-hub Public

    Welcome to Coding United Club! Your central hub for getting started, finding resources, and discovering our projects. **Click me!**

    3 1