Carlos Hernández Martínez

Carlos Hernández Martínez

Valencia, Spain

Bridging the gap between AI innovation and software reliability.

My Experience

QA & AI Engineer

Mercadona IT

  • Develops evaluation workflows to validate the correct behavior and outputs of AI agents.
  • Builds AI agents for integration-test development.
  • Contributes to an integration-testing framework deployed on Okteto.
  • Develops backend services for monitoring automated tests and visualizing their reports.

Backend AI Engineer

Urobora SL (AI Startup)

  • Built autonomous agents for task automation and enterprise RAG systems.
  • Developed microservices deployed on GCP and Kubernetes, from research to production.

Tech Stack

Backend & Core Engineering

Python Java Spring Boot FastAPI REST APIs

Artificial Intelligence

LLMs & RAG AI Agents PyTorch TensorFlow

QA & Software Quality

Playwright Postman Integration Testing Test Automation

DevOps & Cloud

GCP Kubernetes CI/CD

Featured Projects

Medical Diagnosis with Deep Learning - Bachelor's Thesis

Medical Diagnosis with Deep Learning - Bachelor's Thesis

Python PyTorch TensorFlow Computer Vision Healthcare AI

Built a deep-learning system to classify knee osteoarthritis from medical radiographs using ResNet and EfficientNet with PyTorch and TensorFlow. Achieved 80% binary-classification accuracy through fine-tuning, data augmentation, and cross-domain validation.

Neural Implicit Models for Robotics - TUM Research

Neural Implicit Models for Robotics - TUM Research

Python PyTorch Robotics Research Neural Networks

Developed implicit neural models for real-time collision detection in robotic manipulators in collaboration with TUM and KUKA Robotics. Implemented swept-volume models in PyTorch and optimized inference for industrial robotics research.

Academic Background

Bachelor's Degree in Computer Engineering

Polytechnic University of Valencia (UPV)

Specialization in Artificial Intelligence and Machine Learning.

Erasmus in Computer Science

Technical University of Munich (TUM)

AI and robotics exchange program with applied research on implicit neural models.

Akademia Bankinter

Bankinter Innovation Foundation

Program in innovation and technological entrepreneurship.

Diploma in Social Innovation

CEU San Pablo Valencia

Program in social innovation and corporate responsibility.

About Me

Computer Engineer specializing in AI and Machine Learning, with experience building and validating AI agents, automating QA, and developing backend systems with Python and Spring Boot. At Mercadona IT, he works on an AI-agent platform and an IntegraTion-testing framework.