Catarina Pires
Bis 2021, Biomedical Engineering, NOVA School of Science and Technology
Berlin, Deutschland
Über mich
I am a passionate and creative Data Scientist with hands-on experience and a master’s degree in Biomedical Engineering in the field of Machine Learning. I am always eager to learn more and overcome new challenges.
Werdegang
Berufserfahrung von Catarina Pires
1 Jahr und 2 Monate, Sep. 2021 - Okt. 2022
Data Scientist
Maila Health
- Designed Typeform questionnaire about pregnancy and postpartum experiences during COVID-19 pandemic - Data collection in Germany and data processing, which included merging German and English versions, analyzing open-ended answers, data cleaning, and data visualization - Performing descriptive statistics, hypothesis testing, and unsupervised learning to compare COVID-19 pandemic data with pre-pandemic data; - Developing supervised learning models for early prediction of Gestational Diabetes in pregnancy
5 Monate, Apr. 2021 - Aug. 2021
Data Analyst
Celfocus
- Analysed data in Google Cloud Platform - Wrote SQL queries and performed tests in BigQuery - Reported data quality
1 Jahr und 3 Monate, Feb. 2020 - Apr. 2021
Junior Data Scientist
Fraunhofer
- Developed machine learning models for different datasets: inertial signals for Human Activity Recognition, Raman Spectroscopy for bacteria detection, and CTG for detection of fetal problems - Developed uncertainty measures based on probability distributions to increase confidence in results - Used unsupervised learning and PCA to find relations between health indicators and COVID-19 pandemic - Published research paper with methodology and findings of thesis work and contributed to scientific publications
Ausbildung von Catarina Pires
6 Monate, Sep. 2018 - Feb. 2019
Biomedical Engineering
Politecnico di Milano
2 Jahre und 6 Monate, Sep. 2018 - Feb. 2021
Biomedical Engineering
NOVA School of Science and Technology
2 Jahre und 11 Monate, Sep. 2015 - Juli 2018
Biomedical Engineering
NOVA School of Science and Technology
Sprachen
Portugiesisch
Muttersprache
Englisch
Fließend
Deutsch
Grundlagen