Hi there, I'm Simon, a PhD Researcher in Artificial Intelligence for Remote Sensing at the University of Valencia 👋

🔬 Research Focus

• 🧠 Generative AI for EO – Latent & pixel-space diffusion models, ControlNet-style conditioning, GAN-based band synthesis (NIR-GAN)
• 📊 Benchmarking & Evaluation – OpenSR-Test metrics suite, Wald-protocol-based validation for Sentinel-2 SR
• 🌍 Applications – Flood/fire mapping, building segmentation, road surface change detection

🛠 Tech Stack

• 🐍 Python: PyTorch, PyTorch Lightning, scikit-learn, OpenCV, PIL, HuggingFace Diffusers
• 🧠 Deep Learning: Diffusion models, VAEs/Autoencoders, UNets, GANs, multi-modal conditioning, Segmentation and Instance/Object Detection
• 🗺 Geospatial Tools: xarray, STAC, GDAL, rasterio, shapely, QGIS, Google Earth Engine
• 📈 MLOps & Tracking: Weights & Biases, dataset versioning & reproducibility workflows
• 📦 Packaging & DevOps: setuptools, GitHub Actions, Docker, CI/CD pipelines, pytest
• ⚡ High-Performance Computing: SSH/remote training, Multi-GPU training and inference, Slurm orchestration, remote HPC cluster management