Willian de Vargas

Data Scientist

https://talent.gravityer.com/willian-de-vargas

Data Engineer @ ilegra | Bachelor in Biomedical Informatics @ UFCSPA

Data Engineer - ilegra

Key Strengths

Experience in Python for data extraction and processing, as seen in MIMIC-III/IV-Extractor-Tool and aws_lambda_processamento_de_imagens projects.
Exposure to data engineering concepts through the 'ilegra-labs' project and 'dbt-bootcamp-practice'.
Familiarity with Jupyter Notebook for data analysis and signal/image processing tasks.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong inclination towards data processing, image analysis, and biomedical informatics, which aligns with analytical roles. However, the projects are predominantly personal and academic, indicating potential for growth in collaborative, production-level environments. The single professional experience listed as 'Data Engineer - ilegra' with a target role of 'Data Scientist' suggests some alignment, but the lack of detailed responsibilities or team-based project descriptions limits a comprehensive cultural fit assessment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

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Projects

ENIAC_2026

June 16, 2026 – Present

ENIAC_2026 — GitHub repository

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MIMIC-IV-Extractor-Tool

March 16, 2026 – Present

MIMIC-IV-Extractor-Tool — GitHub repository

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dbt-bootcamp-practice

June 19, 2025 – June 26, 2025

Repository with hands-on exercises from the Udemy course "Complete dbt (Data Build Tool) Bootcamp: Zero to Hero".

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aws_lambda_processamento_de_imagens

March 29, 2024 – March 29, 2024

aws_lambda_processamento_de_imagens — GitHub repository

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MIMIC-III-Extractor-Tool

November 27, 2022 – December 16, 2022

MIMIC-III-Extractor-Tool — GitHub repository

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Diagnostico-por-Imagens

June 7, 2022 – June 7, 2022

Diagnostico-por-Imagens — GitHub repository

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ilegra-labs

August 17, 2021 – November 22, 2023

Repositório poc JTS Engenharia de Dados

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Processamento-de-Sinais

June 16, 2021 – September 28, 2021

Material elaborado durante a disciplina de Processamento de Sinais, do curso de Informática Biomédica.

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Digital-Image-Processing

May 20, 2021 – May 20, 2021

Codes created and used during the Introduction to Digital Image Processing course in the Biomedical Informatics course at UFCSPA.

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Automato-Finito-Deterministico

April 18, 2021 – June 7, 2022

Trabalho prático para a disciplina de Teoria da Computação do curso de Informática Biomédica na UFCSPA.

View Project

Key Strengths

Experience in Python for data extraction and processing, as seen in MIMIC-III/IV-Extractor-Tool and aws_lambda_processamento_de_imagens projects.
Exposure to data engineering concepts through the 'ilegra-labs' project and 'dbt-bootcamp-practice'.
Familiarity with Jupyter Notebook for data analysis and signal/image processing tasks.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

Willian de Vargas

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit