Desenvolvedor Full Stack
CurrentI work on the development and technical leadership of innovative projects, using a variety of technologies and approaches, resulting in efficient, scalable, and tailored solutions.- Creating a platform for executing neural network inference processes on images and videos. Utilizing the TensorRT inference engine, the efficiency of inference increased by 4x compared to the original models.- Developed a web platform and PWA application for assets inspection in right-of-way corridors. I started as a developer and evolved into the role of Tech Lead, where alongside development, I led a team of two colleagues. Achieving 100% client requirements delivery, even with reduced resources.- Development of a web app for annotating geographic images with Convolutional Neural Networks, allowing visualization and filtering of results on a map.- Development of an image annotation platform and training of Convolutional Neural Networks. I grew from an intern contributing simple functionalities to performing advanced feature development, including an automatic annotator using trained networks, which increased the efficiency of annotator's work.- Development of various scripts for specialized tasks, including data verification and validation, geographic data manipulation, and data structuring across various technologies and applications, especially MinIO and CVAT.
