Development of a mechanism to invalidate the devices' local cache remotely.

- Development of new features using Spacy- Backend process optimization using Django Rest Framework- Integrating new features on cloud (Lambda AWS, API Gateway, S3 buckets, EC2)- Optimizing the text analysis and text generation using Spacy and GPT3 model

Project title:Machine learning based on information theory: An approach focused on smart cities, specifically on energy efficiency solutions.The experience that has been gained is fundamental to develop my ability to solve problems independently, expanding knowledge, breaking the barriers of the university, always maintaining the organization of studies for the delivery of activities on time without impairing my performance in graduation.Main themes explored and evaluated• Machine Learning;• Deep Learning;• Information Theory;• Nonintrusive Load Monitoring (NILM);

This experience is essential to develop my ability to solve problems independently, learning to study new topics in addition to the knowledge passed in the classroom, always maintaining the organization of studies to deliver activities on time without impairing my performance in graduation.Frameworks/Tools most used in the process:• Keras;• TensorFlow;• Python;• NILMTK;• LaTex;