Hi there, I'm Simon, a PhD Researcher in Artificial Intelligence for Remote Sensing at the University of Valencia π
- π§ Generative AI for EO β Latent & pixel-space diffusion models, ControlNet-style conditioning, GAN-based band synthesis (NIR-GAN)
- π Benchmarking & Evaluation β OpenSR-Test metrics suite, Wald-protocol-based validation for Sentinel-2 SR
- π Applications β Flood/fire mapping, building segmentation, road surface change detection
- π Python: PyTorch, PyTorch Lightning, scikit-learn, OpenCV, PIL, HuggingFace Diffusers
- π§ Deep Learning: Diffusion models, VAEs/Autoencoders, UNets, GANs, multi-modal conditioning, Segmentation and Instance/Object Detection
- πΊ Geospatial Tools: xarray, STAC, GDAL, rasterio, shapely, QGIS, Google Earth Engine
- π MLOps & Tracking: Weights & Biases, dataset versioning & reproducibility workflows
- π¦ Packaging & DevOps: setuptools, GitHub Actions, Docker, SSH/remote training, CI/CD pipelines
- β‘ High-Performance Computing: Multi-GPU training and inference, Slurm orchestration, remote HPC cluster management