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Gabriel Pedroso

Gabriel Pedroso

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Student

UFMT | Brazil, state of Mato Grosso, Cuiabá

Technologies

My Portfolio Highlights

My New Course

MLOps Concepts

My New Certification

Data Scientist Professional

My New Certification

Data Scientist Associate

Quantitative architect, building solid foundations of insights with data.

My Work

Take a look at my latest work.

DataLab

A Visual History of Nobel Prize Winners

DataLab

Investigating Netflix Movies and Guest Stars in The Office

DataLab

The GitHub History of the Scala Language

My Certifications

These are the industry credentials that I’ve earned.

Data Scientist Associate

Data Scientist Associate

Data Scientist Professional

Data Scientist Professional

Other Certificates

Datacamp Associate Data Scientist

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

FAPEMAT | Sep 2021 - Aug 2022

Scientific Initiation scholarship

Work plan title: Classificadores de Inteligência Artificial para reconhecer aves do Pantanal. Collected and preprocessed birds sound data from Pantanal. Used Random Forests, K-Nearest Neighbors and SVM algorithms. The objective was understand the impact of different models to auxiliate the birds species classification. The results demonstrated possibility of acquire similar performance with less computational resources than Deep Learning. Research group: Computational Bioacoustics Research Unit (CO.BRA)
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Universidade Federal De Mato Grosso | Sep 2020 - Aug 2021

Scientific Initiation scholarship

Work plan title: Redes Neurais Convolucionais Aplicadas à Classificação de dados de bioacústica. Collected and preprocessed bird sounds data from Pantanal. Definition and implementing of different image/sound preprocessing techniques. Improvement of CNN's architectures. Tests with months of data from Pantanal. Evaluation through accuracy, precision, recall, ROC and DET curves. The objective was to improve metrics of the previous research cycle. The results demonstrated significant impacts for detecting the behavior of Synallaxis Albilora. Research group: Computational Bioacoustics Research Unit (CO.BRA)

FAPEMAT | Oct 2019 - Sep 2020

Scientific Initiation scholarship

Work plan title: Classificação de espécies com Inteligência Artificial. Collected and preprocessed bird sounds data from Pantanal. Defined and implemented Convolutional Neural Networks. Evaluation through accuracy, precision and recall. The objective was to develop a automated classifier. The results demonstrated overfitting when using long-duration records from Pantanal. Research group: Computational Bioacoustics Research Unit (CO.BRA)

My Education

Take a look at my formal education

Bachelor in Computer ScienceUFMT | 2023

About Me

Gabriel Pedroso

Computer Science student at UFMT and I am doing an undergraduate research program with funding from a scholarship by CNPq. 47th place in Brazil in the International Collegiate Programming Contest Latin America regional contest.

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