Mateo Morales.

Full Stack & ML Developer

//About me

I am a Systems Engineering student and web & ML developer with hands-on experience in academic projects, research, and personal initiatives. My main interests are Machine Learning and Web Development.

Currently, I am a member of the Neuroinformatics and Artificial Intelligence Research Group (SNEIA), where I have worked on cell segmentation software in brain tissue micrographs using TensorFlow and state-of-the-art models such as SAM and YOLO. I also provide educational support in machine learning topics for other group members.

In 2024, I completed a Full-Stack Web Development Bootcamp at the Technological University of Pereira, strengthening my skills in building scalable and modern applications.

Contact me

//Projects

NeubaVision

A computer vision–based cell counting application using React Native and YOLO, applied to Neubauer chamber analysis in cell culture.

react-nativecomputer-visionYOLOexpoTypeScriptTFLite

Disability Management REST API

REST API for disability management built with NestJS and TypeScript, featuring JWT authentication with role-based access control, Supabase integration for database and file storage, document handling, report generation, and Swagger documentation.

nestjstypescriptsupabasepostgresqljwtauth0rest-apiswaggercloud