I coordinate ETL workflows and automation, integrating systems through REST APIs and cloud platforms.I led the design of a predictive logistics monitoring system using a scalable and distributed data architecture with Databricks and Spark. This project became a key business case due to its potential to optimize logistics efficiency, reduce operational bottlenecks, and improve customer satisfaction.Additionally, I have experience in developing web applications for data visualization and working with both supervised and unsupervised machine learning models.
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Data Engineer | Digital Solutions DevelopmentBraskem Feb 2024 - PresentSão Paulo, BrasilI participated in a project from its inception, developing a machine learning model to predict logistical performance indicators, monitor processes, and optimize deliveries in the industry. I worked in both data science and data engineering.Current Work:- Migrating the predictive model to Spark on Azure Databricks.- Automating data for logistical processes.Activities Performed:- Mapped end-to-end processes from data extraction and engineering to model deployment and forecast availability.- I supported the business team in understanding technical concepts, detailing the product (predictive model), and applying its predictive results to operational and business areas.- Refactored project code to enhance modularity and scalability.- Conducted comprehensive Exploratory Data Analysis (EDA).Responsible for automating and integrating systems to ensure continuous data updates across multiple corporate platforms. I develop and maintain ETL workflows and APIs for automation.I developed a Python utility module to streamline the creation of ETL pipelines and integrations with Microsoft web applications. The module provides secure authentication and connections, supports data reading, manipulation, and loading using Pandas, and is designed for reusability and flexibility. It ensures consistent and reliable integration processes with validation functions to maintain data integrity.Technologies: REST, Azure Functions, Git, DevOps, Office 365 Python Client Library -
ModeloAllure Mgt 2018 - 2020
Natália Marques Education Details
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Ciência De Dados -
Computer Science
Frequently Asked Questions about Natália Marques
What company does Natália Marques work for?
Natália Marques works for Braskem
What is Natália Marques's role at the current company?
Natália Marques's current role is Software Developer | Data Engineering.
What schools did Natália Marques attend?
Natália Marques attended Univesp Oficial, Universidade De São Paulo.
Who are Natália Marques's colleagues?
Natália Marques's colleagues are Luiz Fernando Rosa, Brenda Biason, Érika Sanches, Marcos Soares, Leandro Barros, Samuel Maronez Freitas, Anderson Lopes De Queiroz.
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Natália Marques
Head Of Business Development & Alliance For Non-Retail Bu At Cristalia Prod. Quim. Farm. LtdaSão Paulo, Sp4takeda.com, hotmail.com, gmail.com, cristalia.com.br -
Natalia Marques
São Paulo, Sp1sp.gov.br
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