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working on Project10x
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eigenlambda123/README.md

Hey there! Name's RM Villa

Trying to Make Servers Talk, Machines Learn, and mostly — writing tests for bugs I swore couldn't happen

  • Currently forging backend skills with Project10X-The-Backend-Builder-Series — a curated series of backend projects designed to build real-world skills efficiently
  • Deepening math knowledge through Project10X-Linear-Algebra — mastering linear algebra concepts via project-driven learning inspired by Gilbert Strang’s textbook
  • Building solid statistics foundations with Project10X-Stats — structured projects that cover key statistics topics from basics to advanced analysis
  • Developing intuition and practical skills in calculus through Project10X-Calculus — an intuition-first, project-based approach starting from limits and building upwards
  • Continuously exploring machine learning fundamentals while balancing backend and math learning
  • 📫 Reach me anytime at rmvilla987@gmail.com
  • 🎓 Freshman at Manual S. Enverga University Foundation, motivated to learn and grow

Connect with me:

Facebook Discord


Tech Stack I Use to Build and Learn

  • Languages & Scripting:
    Python
    JavaScript
    (Also HTML & CSS for minimal frontend testing purposes)

  • Frameworks & Libraries:
    Django
    DRF (Django REST Framework)
    Tailwind CSS

  • Databases:
    SQLite
    PostgreSQL
    MySQL

  • DevOps & Tools:
    Docker
    Git
    Linux

  • Machine Learning Tools:
    Pandas
    Scikit-learn
    TensorFlow


About Project10X: My Structured Learning Method

Project10X is my personalized, project-driven approach to mastering backend development and foundational math skills through a curated set of real-world projects and problems.

  • Backend Builder Series:
    A focused roadmap of ~10 backend projects that cover APIs, authentication, filtering, aggregation, deployment, and testing (planned).

  • Linear Algebra Edition:
    Learning linear algebra deeply using projects inspired by Gilbert Strang’s textbook. This series emphasizes intuition, proofs, and practical applications to build strong mathematical foundations.

  • Stats Edition:
    Structured projects designed to build a solid understanding of fundamental statistical concepts and their practical applications.

  • Calculus Edition:
    An intuition-first, project-based study of calculus starting from limits and building upward. This series aims to strengthen my understanding of calculus in a practical context.

This method helps me maintain a balanced weekly schedule, integrating backend development, math, machine learning, and minimal frontend work for testing purposes.


I personally like learning and building as I go. If you wanna collab, chat, or just say hi, my inbox is always open. If you’ve read this far, we’re probably gonna get along. Hit me up on Facebook. ;)

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  1. Project10X-The-Backend-Builder-Series Project10X-The-Backend-Builder-Series Public

    A hands-on series of 10 Django, DRF, and FastAPI—focused on practical, real-world learning.

    Python 3

  2. Project10X-Linear-Algebra Project10X-Linear-Algebra Public

    Hands-on projects inspired by Strang’s book covering vectors, matrices, transformations, eigenvalues, and more.

    Jupyter Notebook 3

  3. Project10X-Stats Project10X-Stats Public

    Learn Statistics through 10 hands-on projects covering core concepts with practical simulations and visualizations.

    Jupyter Notebook 3

  4. Project10X-Calculus Project10X-Calculus Public

    Learn Calculus through 10 hands-on projects with visual, interactive ML applications.

    3

  5. machine_learning machine_learning Public

    Based on Hands-On ML with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron

    Jupyter Notebook 1

  6. eigenlambda123 eigenlambda123 Public

    Repository for ongoing studies and projects in machine learning and computer science.