Kátia Mendes de Barros

Data Scientist | Python | Machine Learning

Bis 2023, Data Scientist, Data Science Retreat

Leipzig, Deutschland

Über mich

I'm a data scientist with Academic experience transitioning to Industry. Through the years, I developed skills in data science, analytics and visualization. I work with Python, SQL and more recently I am dedicating my time to explore Machine Learning and Artificial Intelligence and its applications.

Fähigkeiten und Kenntnisse

Data Analysis
Data Science
Python
Machine Learning
Data visualisation
Data Transformation
Data processing
Statistics
Data Cleaning
Large Language Models
Numerical Simulation
PostgreSQL
Microsoft Power BI
ETL
willingness to learn
Problem Solving
resilient
Attention
Teamwork
Analytical thinking
Curiosity
Empathic

Werdegang

Berufserfahrung von Kátia Mendes de Barros

  • 4 Monate, Apr. 2023 - Juli 2023

    Data Scientist

    Data Science Retreat

    Intensive data science training. Final project: MAG (Medical Advice Generator). We developed a LLM that uses medical question-answer pairs, mainly aimed as an instructional tool for non-EU doctors who want to become licensed doctors in Germany. You can check it at: https://github.com/ARosenswie/DSR_Final_Project and our final presentation at https://www.youtube.com/watch?v=F5EM9WdQLOc

  • 4 Jahre, Feb. 2017 - Jan. 2021

    Research Assistant

    University of Leipzig

    - Measurements of convective clouds at the Amazon Tall Tower Observatory (Amazonas, Brazil). - Further processing and analysis of data collected. - Reconstruction of the clouds and simulation with 1D and 3D radiative transfer models. - Development of tools for comparison between the measured and simulated clouds.

Ausbildung von Kátia Mendes de Barros

  • 2 Jahre und 4 Monate, Feb. 2014 - Mai 2016

    Master of Meteorolory

    University of São Paulo

    Dissertation: "Analysis of Erythemal Ultraviolet Irradiance over the Greater São Paulo."

  • 3 Jahre und 10 Monate, März 2010 - Dez. 2013

    Bachelor Atmospheric Science

    Federal University of Itajubá

    Research: "Inference of ultraviolet Index from measurements in other bands of the electromagnetic spectrum."

Sprachen

  • Portugiesisch

    Muttersprache

  • Englisch

    Fließend

  • Spanisch

    Gut

  • Dänisch

    Grundlagen

  • Deutsch

    Gut

Interessen

Travel
Books
Cooking
Puzzle

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