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Work Experience
Senior Data Scientist
Umgrauemeio• June 2022 - Present• Remote
Developed, metrified, and made decisions related to the smoke detection algorithm using TensorFlow and PyTorch libraries. Established a new neural network architecture and measurement pipeline used in the software. Improved the company's AI pipeline and enhanced object detection accuracy from 60% to 98%. Collaborated with cross-functional teams to enhance data models and reporting systems. Translated complex technical requirements from stakeholders into actionable data solutions. Built comprehensive reports using Python visualization libraries, facilitating better decision-making processes.
Junior Data Scientist
COBA Engineering• March 2020 - June 2022• Remote
Worked on the statistical evaluation, solution modeling, and visualization of results for dam design and management projects. Developed dam failure predictive algorithms. Successfully completed 5 full projects. Regularly presented technical findings to stakeholders, ensuring clear and effective communication. Proficient in developing metrics and transforming data for business users.
Education
Comunidade DS
Data Science, Data Science and Analytics – Especialization• January 2021 - December 2022
UPC (Universidad Politécnica de Cataluña)
Civil Engineering• January 2019 - December 2021
UFRJ (Universidade Federal do Rio de Janeiro)
Civil Engineering• January 2015 - December 2019