My Profile

Gustana Satiawan

Data Scientist | Data Engineer

Experiences

Projects

Satellite Image Illustration

Satellite Image Classification

Integrate machine learning model with functional UI to classify satellite imageries (green area, cloudy, water, and desert)

Gambling Illustration

Indonesian Gambling Site Detector

A crawler system integrated with machine learning to identify Indonesian Gambling sites, also equipped with scheduler and summary to track the classification history

Credit Illustration

Credit Score Classification

Forecast banking customers' credit scores based on their profiles to ease risk monitoring

Beauty Product Illustration

Sentiment Analysis of Beauty Products

Make use of sentiment analysis model to reduce mismatched rating and review for beauty products in e-commerces.

Articles

Linear Regression Illustration

Cost Function for Linear Regression

Discovering how to quantify errors for linear regression model

Pandas Illustration

Pandas: A Glance

Introduction of utilizing Pandas for Data Analytics in a brief look

Confusion Matrix Illustration

Machine Learning: Confusion Matrix

Breaking down the use of confusion matrix in the world of machine learning