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coding
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coding
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rigais23/README.md

Hello, I'm Ricard Garcia!

I'm passionate about Artificial Intelligence, especially at the intersection with Medicine & Healthcare. My focus is on applying AI tools to solve complex biological problems.

My interests span Medical Technology, refining diagnostic accuracy and developing real-world clinical tools, and Pharmaceuticals, improving and accelerating the pipeline of drug discovery.

  • 🏥 AI Scientist at the Data Science Department of Hospital del Mar.
  • 🎓 Master's Student in Artificial Intelligence at UPC | BSc in Bioinformatics.
  • 🏆 Best Thesis Award.
  • 💻 Thesis: Deep Learning framework for LVEF from 4D Cardiac MRI (w/ BSC (Barcelona Supercomputing Center) & ISGlobal).

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  1. Final_Degree_Project_CardIA Final_Degree_Project_CardIA Public

    Code repository for my BSc Bioinformatics final degree project.

    Jupyter Notebook

  2. CNN_Architecture_Benchmarking CNN_Architecture_Benchmarking Public

    Comprehensive ablation study of CNN architectures for multi-label image classification, featuring advanced transfer learning and loss optimization in PyTorch.

    Jupyter Notebook

  3. Semantic_Textual_Similarity_Predictor Semantic_Textual_Similarity_Predictor Public

    NLP pipeline for Semantic Textual Similarity scoring. Achieved top-tier SemEval-2012 performance using Spacy, NLTK, and XGBoost.

    Jupyter Notebook 1

  4. Evolutionary_Optimization_Algorithms Evolutionary_Optimization_Algorithms Public

    Implementation and statistical benchmarking of a (μ,λ)-Evolution Strategy vs. Gradient-based optimization (L-BFGS-B) for highly multimodal functions.

    Python