Productionizing SPIRA’s model trainer system

Page for the discipline MAC0499 - Capstone Project - at IME-USP.

Members:

• Lucas Quaresma Medina Lam
• Roberto Oliveira Bolgheroni

Supervisors:

• Prof. Dr. Alfredo Goldman
• M.Sc. Renato Cordeiro Ferreira

Summary:

SPIRA is a ML-enabled system to pre-diagnosis insufficiency respiratory based on speech analysis. The training pipeline created during its initial modelling led to an accidental architecture, which lacked good software quality attributes. The goal of this research is to productionize the SPIRA’s model trainer system.

Proposal

Download

Online

Repository

Training Pipeline

Contact Information

Any questions? Send an e-mail to lucasqml08@usp.br or robertobolgheroni@usp.br

_{Page inspired by the Bachelor’s Monograph of Daniel Angelo Esteves Lawand}