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  • Universidad de Antioquia

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AndresGUIO2/README.md

Hi there, I'm Andrés Güiza

Full Stack Developer focused on data engineering. Currently studying Systems Engineering at Universidad de Antioquia (7th semester).

I work with data pipelines, RPA automation, and ML models. Also interested in 3D graphics and shader programming.

Work Experience

Full Stack Developer - Data Focus
Innovati Software | 2024 - 2025

  • Building RPA solutions with Power Automate and Microsoft Fabric integration
  • Designing data pipelines using medallion architecture
  • Developing cloud-based automation workflows

Education

Systems Engineering
Universidad de Antioquia | 2021 - Present

Featured Projects

Deep Learning & Shader Implementation (2024)

Innovati Software

Developed custom vertex and fragment shaders integrated with deep learning algorithms for visual effects in multimedia projects.

ML Product Recommendations (2023)

Andigames.online

Built a recommendation system using FastAPI with FAISS for similarity search and JWT authentication.

Tech Stack

Languages

Python JavaScript TypeScript Java C

Backend & APIs

FastAPI Flask Spring Boot

Databases

PostgreSQL MongoDB Redis Oracle

Data & Cloud

Apache Spark Microsoft Fabric

Graphics & Shaders

OpenGL GLSL OpenCL

Tools

Docker Firebase JWT

What I'm Into

  • Designing ML models and recommendation systems
  • Creating shaders and visual effects
  • Building ETL/ELT pipelines for data analytics

Get in Touch

Email: [email protected] | [email protected]

Pinned Loading

  1. GestionaTIC-Architecture GestionaTIC-Architecture Public

  2. ai-4-eng ai-4-eng Public

    Jupyter Notebook

  3. Churn-analysis Churn-analysis Public

    Jupyter Notebook

  4. Filtros-de-imagen Filtros-de-imagen Public

    Jupyter Notebook

  5. Minijuego-backend Minijuego-backend Public

    Un simple back end de un minijuego multijugador hecho para probar WebSockets.

    Python

  6. kd-tree kd-tree Public

    C++