Juscimara G.Data Scientist
Skills
This candidate possesses a robust academic foundation in Computer Science, complemented by a Master's degree and ongoing doctoral studies in the same field. With extensive experience in Data Science projects concentrated on Machine Learning applications, they have demonstrated proficiency in a wide array of tools including pandas, numpy, scipy, matplotlib, seaborn, sklearn, pytorch, and various AutoML frameworks such as H2O and TPOT. Current roles include leading AI initiatives focused on vulnerability analysis in information systems and conducting research on imbalanced regression problems. Previous engagements encompass collaborative research on time series and machine learning for renewable energy generation forecasting, as well as academic positions teaching critical computer science subjects, reflecting a strong blend of practical and theoretical expertise.
Technical Lead | Artificial Intelligence
4/1/2024 - Present
Led the development of an intelligent computational solution for predicting and analyzing vulnerabilities in information systems, focusing on enhancing security measures through advanced technology applications.Research Intern
9/1/2023 - 2/1/2024
Engaged in research focusing on machine learning to devise innovative strategies for addressing challenges related to imbalanced regression problems in data analysis.Researcher | Artificial Intelligence
6/1/2023 - 8/1/2024
Conducted research on time series analysis and machine learning, collaborating on the design and development of a system aimed at forecasting wind energy generation in partnership with renewable energy centers.Teaching Assistant
8/1/2022 - 9/1/2022
Served as a teaching assistant in a specialization course on Data Science for the Aeronautics industry, covering subjects such as predictive modeling and advanced analytics.Instructor
2/1/2019 - 2/1/2020
Worked as a temporary instructor in higher education, teaching courses on Database Management, Artificial Intelligence, and Object-Oriented Programming within the computer science curriculum.
Computer Science at Computer Science Center at UFPE
2020 - 2024Computer Science at Federal Rural University of the Semi-Arid - Ufersa
2016 - 2019Information Systems at Federal Rural University of the Semi-Arid - Ufersa
2012 - 2016
AISecureForecast - Development of an Intelligent Computational Solution for Forecasting and Analyzing Vulnerabilities in Information Systems at Metrópole Digital - IMD/UFRN
4/1/2024Research Intern at École de technologie supérieure
9/1/2023Researcher | Artificial Intelligence at Centro de Informática UFPE
6/1/2023
Juscimara is available for hire
Hire Juscimara G.
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