luigiifan.engineer
A third-year student majoring in Automation Engineering
at
Shipbuilding Insitute of Polytechnic Surabaya
The ESP32+ is an open-source expansion board project designed to enhance the functionality of the ESP32 microcontroller, providing additional features and libraries to streamline development. It focuses on integrating various built-in modules such as LCD, Buzzer, LED, Switch button, MP1584 and multiple power expander.
The project aims to analyze the sentiment of user reviews for the Gojek app, collected 30,000 data through web scraping from the Google Play Store. Using a deep learning algorithm based on LSTM (Long Short-Term Memory), this project predicts whether the reviews are positive, negative, or neutral.
This project focuses to enhance vessel efficiency by analyzing ship performance data, including fuel consumption, speed, and engine load, from Kaggle. K-Means clustering is used to group ships by performance, then the result used for classification using Random Forest.
