Mayara Machado

Data Scientist

https://talent.gravityer.com/mayara-machado

Data Platform Engineer | Data Engineer | Software Engineer | Python Enthusiast

Brasil

Key Strengths

Demonstrated proficiency in Python for data-related tasks (URI, SNS/SQS, movie_review_pipeline, tweet_analysis, tweets-sentiment-analysis).
Experience with data processing and ETL pipelines using Airflow, Spark, and AWS S3/Redshift.
Familiarity with machine learning algorithms (Naive Bayes, SVM, Logistic Regression, Decision Tree, BERT) for sentiment analysis.
Exposure to web scraping and data collection techniques.
Basic understanding of containerization with Docker.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong focus on data science, machine learning, and data engineering, which aligns well with a Data Scientist role. The diversity of projects, including web development (Vue, HTML, CSS, JavaScript) and backend (Go, PostgreSQL), indicates a broad technical curiosity, though the depth in these non-core data science areas is not fully clear. The projects are primarily personal, which is common for candidates with limited professional experience, but may require further validation of collaborative work experience.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

Python-Arretado

March 26, 2022 – May 28, 2022

Material do Curso Python Arretado criado por @GeovanneAtanazio e @MayaraMachado

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tweets-sentiment-analysis

July 19, 2021 – July 24, 2021

Notebooks utilizados para treino dos modelos Naive Bayes, SVM, Logistic Regression, Decision Tree e BERT no meu Trabalho de Conclusâo de Curso na Universidade Federal de Sergipe.

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Organizador-de-Horarios-AIMA-PSR

July 10, 2021 – July 19, 2021

Organizador-de-Horarios-AIMA-PSR — repository

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classificador_nb_musicas

January 3, 2021 – January 3, 2021

Aplicação de algoritmo classificador Naive Bayes para classificação de músicas da Beyoncé e RIhanna.

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movie_review_pipeline_airflow

January 3, 2021 – January 4, 2021

Este é um projeto de estudo que visa realizar a implementação de um processo ETL utilizando Airflow, AWS S3, Web Scraping, Apache Spark e Redshift.

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tweet_analysis

August 9, 2020 – October 22, 2020

Análise de sentimento de tweets utilizando Tweepy e Textblob.

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invoices-proj

July 20, 2020 – August 7, 2020

Uma API desenvolvida em Golang, que realiza ações de CRUD e utiliza autenticação JWT. Projeto desenvolvido utilizando o framewrok Gin e o banco de dados PostgreSQL.

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sns_and_sqs_project

June 7, 2020 – Present

Projeto em python com comunicação com os serviços AWS SNS e SQS. O projeto implementa dois serviços simulando um cenário ecommerce.

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NutriData

December 13, 2018 – December 10, 2022

Sistema do Observatório em Segurança Alimentar e Nutricional do estado de Sergipe

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URI---Python-3

August 4, 2016 – August 2, 2021

Espaco para questões resolvidas do URI

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Key Strengths

Demonstrated proficiency in Python for data-related tasks (URI, SNS/SQS, movie_review_pipeline, tweet_analysis, tweets-sentiment-analysis).
Experience with data processing and ETL pipelines using Airflow, Spark, and AWS S3/Redshift.
Familiarity with machine learning algorithms (Naive Bayes, SVM, Logistic Regression, Decision Tree, BERT) for sentiment analysis.
Exposure to web scraping and data collection techniques.
Basic understanding of containerization with Docker.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0.

Mayara Machado

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit