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Discovering healthcare insights through data-driven analysis of EHRs. This project comprises three subprojects: data cleaning & preparation, exploratory data analysis and lastly, predictive modeling for in-hospital mortality and clinical risk stratification.

Home Page: https://doi.org/10.13026/dp1f-ex47

Jupyter Notebook 100.00%
clinical-research data-analysis data-science ehr-data healthcare machine-learning patient-outcomes risk-stratification

data-driven-healthcare-insights-and-outcomes's Introduction

Hi there! ๐Ÿ‘‹ I'm Bruno

I'm a biomedical engineer enthusiastic about harnessing the power of Data & AI to derive meaningful insights and drive innovation, especially in healthcare. I would describe me as analytical, creative, collaborative and resilient. Welcome to my GitHub profile! ๐Ÿš€

๐Ÿ”ฌ Background

  • ๐ŸŽ“ Education: I hold a degree in Biomedical Engineering, where I gained a solid foundation in both healthcare, statistics and engineering principles.
  • ๐Ÿ’ผ Professional Experience: I completed a curricular internship working on Glintt's 'WoW Project', inserted on the health informatics and Internet of Things (IoT) domains.

๐ŸŽ“ Certifications

  • IBM Data Science Professional Certificate: Completed the IBM Data Science Professional Certificate, gaining expertise in various aspects of data science, including machine learning, data analysis, and data visualization.
  • Johns Hopkins University - The Data Science of Health Informatics: Successfully completed the course, gaining insights into the data science applications to healthcare data.

๐Ÿš€ Skills

  • Programming Languages: Python
  • Data Analysis: Pandas, NumPy
  • Machine Learning: Scikit-Learn
  • Data Visualization: Matplotlib, Seaborn, Plotly, Folium
  • Database: SQL
  • Tools: Jupyter Notebooks, GitHub

๐ŸŒฑ Iโ€™m always learning

๐Ÿ“ˆ I'm constantly exploring new technologies and skills. I'm also currently interested in:

  • Deep Learning: Computer Vision, NLP, GenAI
  • Cloud services
  • Dashboarding / data visualization tools
  • Big data technologies

๐Ÿ“Š Projects

Here are some projects where I practiced my skills:

  1. [Exploring Healthcare Insights and Outcomes in Critical Care Patients Data]
  2. [Falcon 9 First Stage Landing Prediction (IBM Data Science Capstone)]

๐Ÿ“ซ Let's Connect!

๐Ÿ‘ฉโ€๐Ÿ’ป Looking for Opportunities

I am actively seeking opportunities in the field of data science and analytics. If you have any exciting projects or job opportunities, feel free to reach out!

Thanks for visiting my GitHub profile! ๐Ÿš€

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