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AndrewBavuels/README.md

Holidata Banner

Andrés Buelvas Diago (Andrew Bavuels)

Software Engineer & AI Native Lead

Website LinkedIn Email X


📌 About Me

My engineering journey began in the Data ecosystem (Data Engineering, Analytics, and Machine Learning), giving me a strong analytical foundation and a systems-thinking mindset to approach backend design, data pipelines, and architectural bottlenecks.

I evolved into Software Engineering & AI Native Development, building scalable backend architectures and cross-platform applications. I specialize in Spec-Driven Development, clean software design (Repository Pattern, Monorepo management), and integrating AI native workflows into production.

  • 🌐 Live Portfolio: holi-data.com
  • 💡 Engineering Culture: Spec-Driven Development, Clean Architecture, and Building in Public.
  • 🎧 Vibe: Spotify Star-Lord | Software Executioner ⚔️

🛠️ Focus & Core Capabilities

  • ⚙️ Backend & API Design: Building robust REST APIs with FastAPI and Node.js, using Spec-Driven Development (OpenAPI) and the Repository Pattern.
  • 🤖 AI Native Solutions: Integrating artificial intelligence models, LLMs, and automated pipelines into web and mobile architectures.
  • 📊 Data Engineering & Cloud: Designing data pipelines, database models (SQL/NoSQL), and cloud infrastructure with Google Cloud Platform.
  • 🎯 Technical Leadership & Monorepos: Structuring cross-functional projects (Web/Mobile) and collaborating with Frontend/Android engineers.

💻 Tech Stack & Ecosystem

Backend, Data & Cloud

FastAPI Python Poetry Google Cloud Node.js MySQL

Frontend & Web Core

JavaScript React HTML5 CSS3


📊 GitHub Stats

Andrew's GitHub stats


Crafted by: Andrés Buelvas Diago (AndrewBavuels)
Maintained at: holi-data.com

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  1. Car-Fuel-Consumption-Part-I-Analysis-before-Predictions Car-Fuel-Consumption-Part-I-Analysis-before-Predictions Public

    Advanced analytics involving data visualization and predictions with machine learning regarding to Car Fuel Consumption.

    Jupyter Notebook

  2. Sales-and-Business-Report-with-Microsoft-Power-BI Sales-and-Business-Report-with-Microsoft-Power-BI Public

    ETL process for analyzing 'sales.xlsx' data from 'Dunder Mifflin Paper Company' with Power BI. Includes Python EDA, ETL, Power BI visualizations, and DAX for business metrics.

    Jupyter Notebook 3 2

  3. Sentiment-Analysis-for-Customer-Experience-Reporting Sentiment-Analysis-for-Customer-Experience-Reporting Public

    Jupyter Notebook

  4. Diamond-Price-Prediction-Challenge Diamond-Price-Prediction-Challenge Public

    Jupyter Notebook