Projects¶

My Projects¶

Below are the main projects organized in short topics: Situation, Action, and Result.

Automated Code Correction Solution with Gen AI¶

Situation: The new alphanumeric CNPJ (Brazilian Company ID) standard required adaptations in various systems that process CNPJ, making obsolete the codes that only validate the traditional numeric format.

Action: I designed an application based on a generative AI agent, capable of locating code snippets that process CNPJ and suggesting automatic corrections to accept the new alphanumeric standard.

Result: The solution accelerated system adaptation, reducing errors and rework, and ensured compliance with the new CNPJ standard in an automated and efficient way.

Knowledge Graph Implementation¶

Situation: Need to integrate and manage data from different systems, facilitating information discovery and sharing within the organization.

Action: Led a proof of concept project and a four-month pilot to implement a scalable and interoperable knowledge graph.

Result: Data integration became more fluid, improving information discovery and knowledge sharing. The project is ready for production, offering a robust solution for data management.

Gen AI Chat for Enterprise Data¶

Situation: Users needed a more intuitive way to access information in the Enterprise Knowledge Graph, without relying on technical queries.

Action: Implemented a LangChain agent on the platform, enabling natural language questions and answers.

Result: Users began to interact conversationally with the system, increasing engagement and efficiency in data access, without the need to learn query language or rely on analysts.

Data Extraction, Transformation, and Loading (ETL)¶

Situation: Teams demanded high-quality data, delivered quickly and in a secure environment for analysis.

Action: Structured and implemented standardized ETL processes, promoting Data Governance and Compliance.

Result: Data delivery became more efficient and reliable, increasing confidence in analyses and standardizing data policies across the organization.