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rcardim/README.md

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About me:

👩‍💻 Hello, my name is Rebeca, and I'm a Data Scientist based in Vancouver, BC, Canada. I'm affiliated with the BC Centre for Disease Control as a Health System Impact fellow. Projects I get excited about most involve Bayesian inference and ML models to learn new knowledge from complex data. In my free time, when I'm not learning a new tool or coding a new project, I'm walking with my dog 🐶 or studying piano 🎹.

  • 🖥️ I'm currently leading three projects:
    1. 🦠 Investigate Salmonella spread within BC's poultry industry and assess the impact of a new veterinary antimicrobial application on reducing disease burden in chickens and humans.
    2. 🏭 Integrate wastewater data of viral pathogens in BC in a pipeline to predict disease outcomes.
    3. 🐓 Generate a geospatial risk map of avian flu spillover.
  • 😄 Pronouns: She/Her/Hers
  • 📫 How to reach me: rebecardim@gmail.com

Continuous Learning:

  • I'm currently working on a project to understand the effects of climate on the spread of arboviruses in tropical regions. In this work, we are applying Bayesian inference using PyMC.

  • I'm also developing a dashboard to track stock and index trends, and estimate metrics such as average volume, volatility, P/E ratio, etc.

Social Network

rebeca-cardim-falcão rebeca-cardim-falcão

Tech Stack:

Programming Languages:

Python R

ML:

Pandas Scikit Learn PyTorch Seaborn TensorFlow

Bayesian:

Stan NumPyro

Miscellaneous:

Docker Quarto

Rebs's GitHub stats

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  1. iHMMSPT iHMMSPT Public

    Falcao, Rebeca Cardim, and Daniel Coombs. "Diffusion analysis of single particle trajectories in a Bayesian nonparametrics framework." bioRxiv (2019): 704049.

    MATLAB 3