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Working on Project10X-LinearAlgebra, Statistics, and Calculus
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Working on Project10X-LinearAlgebra, Statistics, and Calculus
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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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eigenlambda123/README.md

RM Villa

Backend · Mathematics · ML

Tech Stack

View Stack
  • Languages: Python, JavaScript/TypeScript, Java, C++
  • Backend: FastAPI, SQLModel, Django, DRF, Celery, Redis
  • Auth & APIs: OAuth2, JWT, httpx, BackgroundTasks, async orchestration
  • Databases: PostgreSQL, SQLite, MySQL
  • ML & Data: NumPy, Pandas, Scikit-learn, Matplotlib
  • Frontend: React (Vite), Tailwind, Chakra UI
  • DevOps & Tools: Docker, Docker Compose, Git, Linux (WSL), Render, Vercel
  • Testing: pytest, unittest, APIClient, E2E patterns

Current Focus

Execution Priorities
  • Engineering backend prototypes and API-driven systems optimized for hackathons
  • Joining and actively competing in hackathons
  • Developing math-grounded ML pipelines aligned with startup-grade systems
  • Preparing for internships with a backend + ML systems emphasis

Connect

Email: rmvilla987@gmail.com

LinkedIn: https://www.linkedin.com/in/rmvilla

“I solve real problems today so I can build something that matters tomorrow.”

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  1. Project10X-FastAPI Project10X-FastAPI Public

    A hands-on project series for mastering FastAPI — build real-world async APIs with authentication, external integrations, background tasks, and production-ready patterns.

    Python 6

  2. Project10X-LinearAlgebra Project10X-LinearAlgebra Public

    Learning Linear Algebra Through 10 Hands-on projects inspired by Strang’s book covering vectors, matrices, transformations, eigenvalues, and more.

    Jupyter Notebook 7

  3. Project10X-Statistics Project10X-Statistics Public

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

    Jupyter Notebook 6

  4. Project10X-ML-Models Project10X-ML-Models Public

    A hands-on project series for mastering Linear Models — from Normal Equation to Logistic Regression, with real-world data, pipelines, and production-ready insights. Based on Chapter 4 of Hands-On M…

    Jupyter Notebook 2

  5. Project10X-Calculus Project10X-Calculus Public

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

    5