I have worked as a Software and Data Engineer in diverse roles, focusing on software scalability, software perfomance, machine learning and data analisys.

Company Role Dates
We Humans Data Science Jul 2024 – Nov 2024
Nertus Servicios y Mantenimiento Data Analyst Jan 2023 – May 2024
Nubecento Software Engineer Jun 2021 – Dec 2022
Innotec Systems Junior Developer Mar 2019 – Jun 2019

Key Roles and Contributions

We Humans (2024)

  • Designed and optimized backend architectures with FastAPI, PostgreSQL, and AWS services.
  • Developed machine learning models for customer ranking.
  • Led deep learning research projects, including sign language transcription and viseme generation.

Nertus Servicios y Mantenimiento (2023–2024)

  • Built a 3D point cloud visualization backend using Python and Azure.
  • Researched NeRFs l as LiDAR substitutes.
  • Develop object detection algorithms on LiDAR generated point clouds using Rust and PyTorch.
  • Streamlined ETL processes and implemented GitLab Actions for CI/CD pipelines.

Nubecento (2021–2022)

  • Improved ETL pipeline efficiency, reducing data processing time by 25%.
  • Developed tools for Salesforce automation and NLP-based text translation.
  • Planned software architectures to ensure scalability.

For a complete breakdown of my experience, download my CV.