mauricio caviedes

I’m a Systems Engineer with strong experience in backend development using Python, Django, and REST APIs. I focus on building scalable systems, optimizing databases, and applying clean architecture principles to deliver reliable backend services.

Right now, I’m integrating Machine Learning and Deep Learning models (TensorFlow, PyTorch) into production environments, combining backend engineering with data-driven solutions. I’m passionate about backend development, data science, and AI applications—and I enjoy turning analytical ideas into systems that actually run.

In my work, I’ve developed backend solutions for large-scale data processing, automated workflows to improve operational efficiency, and optimized database queries for better performance. I’ve also led requirements analysis for a cardiovascular risk assessment system aligned with WHO standards, designed backend architecture using UML models, and supported quality through testing strategies; I’ve even built frontend systems with ReactJS and Angular when needed.