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Hi there! 👋

About me 👨‍💻

I am Nacho de Rodrigo, a PhD student at the Institute for Research in Engineering. My PhD topic is synthetic image generation, which involves generating images in controlled environments to obtain multimodal datasets. With these datasets, I can train Deep Learning Models and solve problems where data is scarce, detect biases in Large Language Models, or provide deeper explainability for AI.

Here you can find an example from my last research project: the MERIT-Dataset

Blender Cloth Simulation

Teaching/Supervising 👨‍🏫

I am an active member at Comillas-ICAI University, working with undergrad students on different topics:

  • 📚 I teach laboratory sessions on Introduction to Computer Vision. You can find some of my student's projects here:
  • 👀 I supervise scholarships and bachelor/master's theses. You can find some of the projects I have supervised here:
    • A dataset and fine-tuned LLM to summarize phone calls: Call-Sum
    • A tangible user interface to simulate mobility flows in cities: Bord
    • A plug-and-play Augmented Reality library for Python: Armor

ARMOR BORD

Ignacio de Rodrigo Tobías's Projects

image2normalvec icon image2normalvec

This GitHub repository offers a solution for picking parts with a robotic arm, even when the parts vary in position. It provides an algorithm that extracts the normal vector from an input image. By accurately identifying the orientation of the picking point, the robot improves the efficiency and precision of the picking process.

merit-dataset icon merit-dataset

The MERIT Dataset is a fully synthetic, labeled dataset created for training and benchmarking LLMs on Visually Rich Document Understanding tasks. It is also designed to help detect biases and improve interpretability in LLMs, where we are actively working. This repository is actively maintained, and new features are continuously being added.

none-sculpture-project icon none-sculpture-project

Connect a set of Raspberry Pi(s) to the cloud. The collection of boards should be able to download content (video) from the cloud. The app owner is responsible for updating content in the cloud.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vrdu-doctor icon vrdu-doctor

What is going on inside these crazy multimodal LLMs?

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