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Welcome!

I'm Antonio Zarauz Moreno, mathematician based in Spain with a researcher mindset. Pursuing a PhD in geometrical properties of Banach spaces, I decided to study the geometric foundations of deep learning, becoming an active researcher in this field. I always try to provide new ideas and strategies in my repositories, aiming to cover useful use cases and keeping code as clean and generalistic as possible.

  • šŸ”­ Iā€™m currently working on self-supervised learning mechanisms, natural language understanding, multitask systems,...
  • šŸŒ± Iā€™m currently learning quantum ML (not that hard when you know well Hilbert spaces šŸ˜µā€šŸ’«).
  • šŸ‘Æ Iā€™m looking to collaborate on applied research in either computer vision or natural language processing.
  • šŸ’¬ Ask me about anything you want!
  • šŸ“« How to reach me: LinkedIn

Antonio Zarauz Moreno's Projects

asr-sd-pipeline icon asr-sd-pipeline

Speech recognition & diarisation solution with text alignment, deployed in AML pipelines

mesinesp2-ner icon mesinesp2-ner

Entity recognition use case on a Spanish, domain-specific corpus

ml-template-azure icon ml-template-azure

Sample code to deploy fast, scalable tabular ML solutions in Azure Machine Learning

multitask_nlu icon multitask_nlu

Multitask NLU architecture for text and token classification tasks.

nemo icon nemo

NeMo: a toolkit for conversational AI

scikit-optimize icon scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

scvit icon scvit

Repository containing implementation of SCViT and experiment tracking

segmentation_ftym icon segmentation_ftym

Real-time facial semantic segmentation based on Fake It Till You Make It dataset using transformers

setfit icon setfit

Efficient few-shot learning with Sentence Transformers

ultralytics icon ultralytics

YOLOv8 šŸš€ in PyTorch > ONNX > CoreML > TFLite

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