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I'm Catalina/Soy Catalina 👋 ⭐️ 🌎

About Me

  • 🧬 Passionate about the intersection of biotech, healthcare, and machine learning
  • 💻 Leveraging statistical models, machine learning, and biomedical knowledge graphs to analyze complex data
  • 🔬 Aiming to uncover insights into disease mechanisms for improved personalized patient care through precision medicine
  • 🏥 Focused on applying innovative computational methods to healthcare challenges
  • 🌱 Constantly learning and exploring new techniques and topics
  • 🤝 Open to collaborations and discussions on projects related to healthcare and machine learning

Publications

  • Take a look at our lab's latest publication led by Dr. Karthik Soman: 🪄 KG-RAG - Knowledge Graph-based Retrieval Augmented Generation

Get in Touch

Catalina Villouta's Projects

dotfiles icon dotfiles

Reproducible configuration file management. See .README.md file (note the leading dot) for details!

geostats.jl icon geostats.jl

An extensible framework for high-performance geostatistics in Julia

kg_rag icon kg_rag

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

site icon site

Public website for the "Collaborative and Reproducible Data Science" course at UC Berkeley (Stat 159/259, Spring 2022 term).

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