Natália Marques

Natália Marques Email and Phone Number

Software Developer | Data Engineering @ Braskem
brazil
Natália Marques's Location
São Paulo, São Paulo, Brazil, Brazil
About Natália Marques

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.

Natália Marques's Current Company Details
Braskem

Braskem

View
Software Developer | Data Engineering
brazil
Website:
braskem.com.br
Employees:
4381
Natália Marques Work Experience Details
  • Braskem
    Data Engineer | Digital Solutions Development
    Braskem Feb 2024 - Present
    São Paulo, Brasil
    I 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
  • Allure Mgt
    Modelo
    Allure Mgt 2018 - 2020

Natália Marques Education Details

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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