Vinícius Peres Email & Phone Number
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Vinícius Peres is listed as Engenheiro de Dados at GFT Technologies, based in Brasília, Federal District, Brazil. AeroLeads shows a matched LinkedIn profile for Vinícius Peres.
Vinícius Peres previously worked as Data Engineer at Gft Technologies and Engenheiro de Dados at Radix. Vinícius Peres holds Bachelor’S Degree In Engineering, Mechatronics, Robotics And Control And Automation Engineering from University Of Brasília.
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About Vinícius Peres
Data Engineer with experience in implementing Data Lakehouse and building and maintaining data pipelines in cloud-based Big Data environments. Drawing upon a comprehensive background in Engineering, Programming, and Data fields, I bring experience from the automotive and financial sectors.My experience as a Data Engineer includes data ingestion from various sources, such as APIs and relational databases, to processing and making data available, ensuring data quality and access control. My expertise extends to analyzing the performance of electromechanical products through data analysis from sensors and IoT systems. Moreover, I've played a pivotal role in fostering a data-driven culture and driving digitization initiatives within a multinational environment.I have strong skills in programming and data languages such as Python and SQL, complemented by adept utilization of cloud computing services (AWS), databases (PostgreSQL and MySQL), and modern data storage and management approaches (Data Lakehouse, Databricks, and Delta Lake). My proficiency extends to large-scale data processing using Spark SQL and PySpark, as well as essential data tools such as NiFi, Airflow, and Docker. Additionally, I boast theoretical and technical knowledge in Data Quality, Data Governance, and Computer Networks.Having experienced both multinational and startup environments, I've collaborated with multidisciplinary, global teams under traditional and agile methodologies. Due to these experiences, I consider teamwork one of my strengths, along with clear and concise communication. Other soft skills highlighted by managers and colleagues during my professional journey include curiosity and self-learning, as well as organization, commitment, determination, and analytical thinking.English: C1 AdvancedGitHub: https://github.com/viniap======== Stacks ========Databases:- SQL- PostgreSQL- MySQL- Data Modelling- Data StructuresProgramming Languages:- Python- R- C/C++Orchestration:- Databricks Workflows- NiFi- AirflowContainers:- DockerCloud Providers:- AWSVersioning:- Git (Gitlab, Github)CI/CD:- GitLab CI/CDData Platforms:- DatabricksDistributed Processing:- SparkData Quality:- PyDeequData Governance:- Unity CatalogAgile Methodologies:- Scrum- Kanban- Tools: Ora, Trello, ClickUpCertificates:- Databricks Certified Data Engineer Associate- Databricks Lakehouse Fubdamentals
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Vinícius Peres work experience
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Data Engineer
Current- Participation in projects for a large banking institution. - Migration of on-premise data architecture, based on legacy technologies such as Hadoop, Spark 2, ScyllaDB (Apache Cassandra), and OpenShift, to a modern cloud architecture using Azure Databricks (Spark 3, Delta Lake, and Unity Catalog). - Migration of on-premises batch and streaming jobs, written in Spark Scala, to Azure Databricks. - Development and optimization of Spark Scala code. - Orchestration of data pipelines with Control-M. - Construction of a data pipeline on AWS (EKS, MSK, and MSK Connect) for real-time replication of IBM DB2 (Mainframe) data to Amazon Aurora. - Construction of a data pipeline for migrating historical data from HDFS and ScyllaDB (Apache Cassandra) to AWS (S3 and Aurora). - Code versioning with GitLab and GitHub. - Deployment of jobs and data pipelines into production using DevOps pipelines (Jenkins).
Engenheiro De Dados
● Desenvolvimento e manutenção de pipelines de dados e processos ETL utilizando Python e Pandas;● Desenvolvimento de processos ETL utilizando Spark SQL;● Implementação, manutenção, monitoramento e orquestração de pipelines de dados utilizando o Cognite Data Fusion;● Processamento de dados industriais (PI tags);● Desenvolvimento de queries em GraphQL;● Modelagem de dados em GraphQL;● Versionamento de código com Git (Azure DevOps).
Data Engineer
● Responsible for the development and maintenance of a Data Lakehouse with Databricks.● Construction and maintenance of data ingestion pipelines from APIs and databases using Apache NiFi, Apache Airflow, and AWS DMS.● Construction and maintenance of data processing pipelines using Spark, Delta Lake, and Databricks Workflows.● Development of automated data quality tests using Deequ (PyDeequ).● Development of unit and integration tests using Pytest.● Construction and maintenance of CI/CD pipelines using GitLab CI/CD and Databricks Asset Bundles.● Conducting a dojo on Data Lakehouse.● Documentation of projects using MkDocs.● Development of the project "Transaction Recurrence Classification System," aimed at classifying financial transactions as recurring or non-recurring. I was responsible for creating the infrastructure that receives data source update events via a Webhook, ingesting data from new financial transactions into the Data Lake, and processing and making the classified data available in the Data Lakehouse and the company's application. In this project, AWS services (API Gateway, SNS, and SQS), Apache NiFi, Databricks (Spark, Delta Lake, and Workflows), PyDeequ, and PostgreSQL were used.
Product Engineering Intern
● Cleaning, processing and preparing data from sensors and IoT devices with Python (Pandas) for furtheranalysis.● Analysis of product performance data with Python, Excel and Minitab.● Creation of reports with Power BI.● Definition and leadership of the digitalization and process automation (RPA) strategy within the department.● Implementation and maintenance of digitalization and process automation (RPA) projects with Python.● Article published and presented at the International Symposium on Automotive Engineering (SIMEA) 2023. The article involved the use of image processing techniques in conjunction with Python to quantify corrosion in an automotive product.● Presentations to the internal team, global team, and suppliers.
Researcher
● Undergraduate research (PIBITI) in the Reservoir Engineering field, where I was responsible for adapting a production strategy optimization tool for oil and gas fields and validating the tool in a reservoir model.● In this project, I directly contributed to the development of code in Python and Matlab and the numerical simulation of reservoirs using the open-source simulator OPM Flow.● I also worked with reservoir simulation post-processing softwares, such as Kraken from ESSS and ResInsight.● Throughout the project, I maintained constant communication with the Storms research group and collaborated with companies in the oil and gas industry, including partners like ESSS and Repsol.
Vinícius Peres education
Bachelor’S Degree In Engineering, Mechatronics, Robotics And Control And Automation Engineering
Bachelor'S Degree In Engineering, Mechanical Engineering
Bachelor’S Degree In Engineering, Network Engineering
Frequently asked questions about Vinícius Peres
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What company does Vinícius Peres work for?
Vinícius Peres works for GFT Technologies.
What is Vinícius Peres's role at GFT Technologies?
Vinícius Peres is listed as Engenheiro de Dados at GFT Technologies.
Where is Vinícius Peres based?
Vinícius Peres is based in Brasília, Federal District, Brazil while working with GFT Technologies.
What companies has Vinícius Peres worked for?
Vinícius Peres has worked for Gft Technologies, Radix, Vlg Investimentos, Bosch Brazil, and Cnpq.
How can I contact Vinícius Peres?
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What schools did Vinícius Peres attend?
Vinícius Peres holds Bachelor’S Degree In Engineering, Mechatronics, Robotics And Control And Automation Engineering from University Of Brasília.
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