Artur Prata

Data Scientist

https://talent.gravityer.com/artur-prata

BrazilMember since June 29, 2026

Key Strengths

Demonstrated interest in Data Science through projects like 'llm-satd-dockerfile-replication-package' and 'classificacao-de-imagens-manuscritas'.
Experience with machine learning algorithms (KNN, SVM) and feature descriptors (LBP, HOG) for image classification.
Familiarity with Python and Jupyter Notebook for data science tasks.
Exposure to LLM-based classification, indicating an interest in advanced AI/ML topics.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show a diverse range of interests, from data science and machine learning to cybersecurity (forensic replication) and traditional software development (Java library). This breadth suggests adaptability and a willingness to explore different technical domains. The focus on personal projects indicates self-motivation and initiative. The 'llm-satd-dockerfile-replication-package' project, being a replication study, suggests an appreciation for empirical validation and scientific rigor, which aligns well with a data scientist role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

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Projects

llm-satd-dockerfile-replication-package

June 28, 2026 – Present

Replication package for an empirical study comparing LLM-based classification of Self-Admitted Technical Debt (SATD) in Dockerfile comments against the manual classifications from Azuma et al.

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only-chess

May 28, 2026 – Present

only-chess — GitHub repository

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replicacao-forense-linux

May 27, 2026 – Present

Pacote de replicação do teste piloto e, futuramente, do principal de auditoria e monitoramento forense em sistemas Linux.

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ob-engenharia-social

May 22, 2026 – Present

ob-engenharia-social — GitHub repository

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arturprata.github.io

March 21, 2026 – Present

arturprata.github.io — GitHub repository

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BibliotecaNB

March 21, 2026 – Present

Sistema de gerenciamento de biblioteca desenvolvido em Java, utilizando Programação Orientada a Objetos e padrão DAO, com operações CRUD e integração com MySQL.

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logisim-relogio24h

December 25, 2025 – December 25, 2025

Funcionamento do circuito de um relógio 24h.

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logisim-processador

December 25, 2025 – December 25, 2025

Funcionamento básico de um processador no Logisim.

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classificacao-de-imagens-manuscritas

December 25, 2025 – December 25, 2025

Projeto de classificação de imagens manuscritas utilizando KNN e SVM, avaliando descritores de textura como LBP e HOG na identificação dos meses do ano em escrita manual.

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nypd-shooting-lethality-prediction

October 15, 2025 – December 1, 2025

nypd-shooting-lethality-prediction — GitHub repository

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Key Strengths

Demonstrated interest in Data Science through projects like 'llm-satd-dockerfile-replication-package' and 'classificacao-de-imagens-manuscritas'.
Experience with machine learning algorithms (KNN, SVM) and feature descriptors (LBP, HOG) for image classification.
Familiarity with Python and Jupyter Notebook for data science tasks.
Exposure to LLM-based classification, indicating an interest in advanced AI/ML topics.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

Artur Prata

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit