Ainnova Tech wanted to create the future of accessible early detection of diseases, breaking the status quo and impacting the world with solutions that save lives and improve people ́s health.
His value proposition will allow:
The main challenge faced in this project was cost reduction, since previously the implementation of the training used On-premises machines that lasted a long time, so this generated large monthly costs. So, the main focus on this project was to catch an idea and turn it into reality as soon as possible.
Another challenge was that the project needed to monitor their models to find errors and opportunities for improvement in less time.
The ease of creating, monitoring, and automating machine learning models with Amazon SageMaker allowed us to use tools that would help us reduce costs during training and choose the best model.