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rigais23/README.md

Hello, I'm Ricard Garcia!

My interests lie at the intersection of Bioinformatics and Artificial Intelligence. I focus on applying machine learning to accelerate drug discovery and solve complex biological challenges.

  • 🧪 AI Intern (Drug Discovery) at Nostrum BioDiscovery (Working on my Master's Thesis).
  • 🎓 MSc Student in Artificial Intelligence at UPC | BSc in Bioinformatics.

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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. RL_Project_REDQ RL_Project_REDQ Public

    Final project implementation for the Reinforcement Learning course in the Master's in Artificial Intelligence at UPC.

    Python

  3. 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

  4. 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

  5. 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

  6. CN_Final_Project CN_Final_Project Public

    Jupyter Notebook