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mcamin/README.md


πŸ‘¨β€πŸ’» About Me

I build automation systems, self-hosted infrastructure, and data-driven workflows.

My focus is on designing scalable, maintainable systems β€” not just scripts β€” using Python, TypeScript, and containerized environments.


βš™οΈ Core Expertise

focus:
  - Infrastructure automation (Docker, Ansible, homelab)
  - Workflow automation & scraping (Python, Selenium)
  - Data pipelines & AI systems
  - System design & orchestration

approach:
  - Build reusable systems
  - Optimize for reliability & scale
  - Keep architectures clean and modular

πŸš€ Featured Work


πŸ› οΈ Tech Stack


πŸ“Š Activity & Stats


🧠 Current Focus

  • Building a modular homelab compose stack
  • Designing automation-first infrastructure
  • Exploring LLM routing & multi-model systems

πŸ“« Reach Me


⚑ Build systems that run themselves.

Pinned Loading

  1. Datacamp Datacamp Public

    DataCamp courses and projects that I have completed.

    Jupyter Notebook 2

  2. Recommendations-with-IBM Recommendations-with-IBM Public

    Articles recommendation engine for IBM Watson Studio platform

    HTML

  3. Advanced-Lane-Lines-detection Advanced-Lane-Lines-detection Public

    Advanced Traffic Sign Classification Project using Convolutional Neural Networks

    HTML

  4. Traffic-Sign-Classifier Traffic-Sign-Classifier Public

    Traffic Sign Classification Project using Convolutional Neural Networks

    HTML

  5. User-Churn-Prediction User-Churn-Prediction Public

    Data Analysis in Spark to Identify Customer Churn for a fictional music service.

    Jupyter Notebook

  6. Disaster-Response-Pipeline Disaster-Response-Pipeline Public

    ETL Pipeline / ML Pipeline of Disaster Data provided by figure8

    Jupyter Notebook 1 7