About

Work Experience

• Data Engineer II, Bradesco Bank

  Aug, 2024 - Present

  • Deployed Anti-Money Laundering and Countering the Financing of Terrorism (AML/CFT) risk rating models for millions of individual and corporate clients in compliance with Central Bank regulations.

  • Re-engineered and migrated machine learning models from on-premises to Databricks, improving performance by 4x, increasing maintainability, and streamlining operations.

  • Continuously monitored predictive models running in SAS and Databricks, identifying population shifts, drifts, and deviations from expected behavior.

  • Ensured reliability of production ML systems by resolving incidents and mitigating operational risks.

  • Streamlined data workflows between analytical systems while authoring and updating documentation for legacy platforms.

• Data Engineer and Technical Lead, Public Prosecutor's Office of the State of Paraná (Ministério Público do Estado do Paraná)

  Dec, 2021 - Aug, 20242 years 9 months

  • Developed and maintained investigative tools for prosecutors using FastAPI (backend) and Angular (frontend).

  • Led teams of interns, providing technical training, conducting code reviews, and promoting a collaborative culture.

  • Directed the development of an accounting system for court-mandated financial reports by legal guardians, covering stakeholder workshops and UI/UX design in Figma to database modeling, frontend and backend.

  • Built and automated data pipelines with Apache Airflow and Spark, managed application containerization using Docker and Docker Compose, and modeled databases in Microsoft SQL Server and Neo4j.

  • Developed and maintained web scrapers to collect public records and other open data sources critical to investigative workflows.

• Software Developer, Public Prosecutor's Office of the State of Paraná (Ministério Público do Estado do Paraná)

  Nov, 2019 - Nov, 20212 years 1 month

  • Developed a full-stack investigative application using R and Python with relationship graphs to analyze public procurement, electoral donations, and corporate ties.

  • Designed ETL pipelines for large-scale datasets covering millions of residents, companies, and their relationships, along with public procurement invoices, electoral records, and state bidding processes.

  • Built and operated an investigative platform that supported prosecutions across Paraná, providing access to hundreds of prosecutors in the institution.

  • Finalist in the 2021 CNMP Award, a nationwide competition across all State Public Prosecutor’s Offices in Brazil, with the project 'Donations Under the Lens' ('De Olho na Doação Eleitoral').

• Software Developer Intern, AvaNuvem

  Oct, 2018 - Nov, 20191 year 2 months

  • Developed multiple software prototypes in a fast-paced startup environment, collaborating on innovative product concepts.

  • Built a mobile chatbot application with natural language processing and face recognition, featuring a frontend developed in Angular (Ionic 4).

  • Integrated AWS services including API Gateway, Lambda, DynamoDB, S3, and SQS to support scalable, serverless backend architectures.

• Undergraduate Researcher, Universidade Federal do Paraná (UFPR)

  Jan, 2017 - Jan, 20181 year 1 month

  Conducted research on deep learning for embedded systems.

  • Undergraduate research in Deep Learning applied to Embedded Systems at the VRI (Vision, Robotics and Imaging) laboratory.

Education

Certificates

Awards