Dashboard Training Software Statistics

Training Software Statistics is a seminar event held by Statistics Center Diponegoro University, at this event, I became a speaker to fill the material and practice data visualization using tableau. This dashboard contains visualization using pie charts, line charts, map charts, and barcharts.

Dashboard Disaster Manegement

This dashboard was created to assist in the visualization and analysis of data related to natural disasters and their impact on the economy. This dashboard uses Looker as a BI (Business Intelligence) platform.

Spaceship Titanic - EDA + Bayesian Tuning

This notebook is about making a prediction model for the Spaceship Titanic dataset, a classification problem inspired by the Titanic dataset on Kaggle. In this notebook contain steps including data understanding, EDA & cleaning, modelling, and hyperparameter tune using python.

Sahabat Petani : Application for Detecting Rice Leaf Disease

Building app for detecting rice leaf disease and give farmer reccomendation and insight. Achieved 92.58% accuracy using MobileNet Architecture. with this method my team won second place winner on Airlangga Statistics Event essay competition held by Himasta Uiversitas Airlangga.

Customer Churn Prediction

This project contains machine learning modeling in predicting customer churn in telecommunication companies, this project contains starting from problem statement, data understanding, data preprocessing, modeling, and evaluation.