Professional

SiDi Institute (July 2024 - Current) Responsible for the development of new functionalities in the back-end using NestJS and FastAPI, maintenance of the front-end in Angular, as well as management of cloud infrastructure (AWS) with provisioning by Terraform.Performance in the development and implementation of machine learning models for consumption prediction. Use of service-oriented architecture (SOA), Docker and...

SiDi Institute (March 2025 - to date) Responsible for developing intelligent agent modules using VLMs and LLMs to extract information from financial documents and validate compliance with reference documents. Performance based on service-oriented architecture, using RabbitMQ, LangChain, LangSmith, LangGraph, as well as NestJS for the backend, React on the frontend and Docker.

SiDi Institute (January 2025 - February 2025) Responsible for planning and executing activities related to the development of pipelines using LLMs, including the creation and integration of a RAG (Retrieval-Augmented Generation) system into the pipeline. Work based on service-oriented architecture, using LangChain, LangSmith, FastAPI and Faiss to build scalable and modular solutions.

SiDi Institute (April 2024 - July 2024) Responsible for creating continuous integration pipelines and developing proofs of concept using machine learning models applied to computer vision. Deployment of solutions on Linux servers, using orchestration with Docker Swarm. The solutions were developed in accordance with the principles of layered architecture...

SiDi Institute (January 2024 - April 2024) Planning and implementing the architecture of a computer vision solution with embedded artificial intelligence (edge computing). Working on the development of Linux services to orchestrate applications and resources, ensuring the efficient operation of the system in edge environments. Contribution to the integration of computer vision models in an API,...

SiDi Institute (MAY 2023 - JAN 2024) Development of a REST API using FastAPI, with the implementation of components for processing satellite images using digital image processing techniques. I worked on integrating and optimizing machine learning models for computer vision in the API. The solutions were developed following the principles of...

SiDi Institute (February 2023 - January 2024) Responsible for maintaining and developing functionalities in a microservices architecture, using Angular, NestJS, Python, OpenCV, and Docker Swarm. Deployment of microservices and administration of Linux servers. Development and evolution of an intelligent monitoring system, integrating computer vision and automation for detecting and analyzing events.

Instituto SiDi (Novembro de 2022 – Fevereiro de 2023) Responsável pela otimização e deploy de modelos de aprendizado de máquinaem ambiente Windows, utilizando OpenCV e C#. Desenvolvimento de aplicaçõescom recursos de visão computacional e integração entre back-end e front-end,seguindo os princípios de arquitetura em camadas. Atuação também naimplementação de pipelines de integração contínua (CI) com…

NEXTEM (December 2019 - February 2021) Performance in the development and maintenance of systems, including the creation of a solution for the import, purchase and management of goods, integration between back-end and front-end, integration with external services, maintenance and management of databases. Also responsible for managing cloud infrastructure, creating, maintaining and updating cloud applications...