João Paulo Iannone Macari
@joopauloiannonemacar
I build reliable AWS data pipelines and modernize financial data platforms at scale.
What I'm looking for
At Itaú Unibanco, I modernize legacy SAS systems into AWS data pipelines using Glue, PySpark, S3, Lambda, and event-driven architectures. I've delivered 15+ production-grade pipelines and reduced environment provisioning from roughly two days to 15 minutes through Terraform and YAML self-service infrastructure.
I also build credit decision systems, deploying 13+ engines with FICO Decision Management Platform and integrating SQL-based sources such as Amazon Athena into real-time and batch flows.
As a Data Consultant at AssertiView, I restructure Snowflake data platforms across RAW, TRUSTED, and curated layers, improve BI dataset reliability, and develop cost-efficient incremental pipeline strategies.
Experience
Work history, roles, and key accomplishments
Senior Data Engineer & Data Consultant
AssertiView
Oct 2025 - Present (10 months)
Led full data platform assessment, mapping 300+ datasets across data lake and data warehouse layers. Restructured data architecture in Snowflake using RAW, TRUSTED, and curated layers.
• Led full data platform assessment, mapping 300+ datasets across data lake and data warehouse layers
• Restructured data architecture in Snowflake using RAW, TRUSTED, and curated layers (fact and dimension models)
• Identified and resolved critical data issues, including duplication and inefficient full-load ingestion patterns
• Designed cost optimization strategies by shifting heavy transformati
Working as a Data Engineer in a large-scale financial environment, focused on modernizing legacy data systems, building scalable cloud-based pipelines, and improving data reliability and operational efficiency across critical business domains.
• Led modernization of legacy SAS-based pipelines to AWS using Glue (PySpark), S3, and event-driven architectures
• Delivered 15+ production-grade data pip
• Built and deployed 13+ credit decision engines using FICO Decision Management Platform, automating manual credit approval processes
• Designed data-driven rule systems to support scalable and consistent financial decision-making
• Led end-to-end implementation of credit policies, from parametrization to production deployment
• Rebuilt validation framework using Python and FICO execution layers,
• Developed data processing workflows using Python, SQL, and SAS for financial data analysis and operations
• Built integrations using REST APIs to enable data exchange across systems
• Used Amazon Athena for data querying and QuickSight for analytical reporting
• Supported credit analysis processes with data-driven insights and reporting
• Contributed to improving data workflows and operational e
• Developed financial data analysis tools for trading signals using Pinescript and MQL5
• Applied technical indicators (RSI, Fibonacci) to generate automated buy/sell signals
• Worked with real-time financial data for analysis and decision support
• Performed data analysis using Excel, SQL, and SAS to support credit decision processes
• Built reports and dashboards to improve visibility into financial data
• Explored large datasets to identify patterns and support business decision-making
• Contributed to process improvements through data-driven insights
Education
Degrees, certifications, and relevant coursework
Centro Universitário Claretiano
COMPUTER AND INFORMATION SCIENCES AND SUPPORT SERVICES
2022 - 2024
Centro Universitário Claretiano
Bachelor's Degree, Computer and Information Sciences and Support Services
2022 - 2024
Pursued studies in Computer and Information Sciences and Support Services.
Universidade Federal do ABC
Graduação, Computer Engineering
2018 - 2022
Incompleto
Universidade Federal do ABC
Bachelor's Degree, Computer Engineering
2018 - 2022
Studied Computer Engineering, but the program was not completed.
Availability
Location
Authorized to work in
Job categories
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