Python
News Scraping and Classification
This project aims to web scrape news articles from a set of news web pages and classify news categories based on the text data gathered.
About Me.
Sebastian is currently a Data Science student pursuing Bachelor's Degree in Bina Nusantara University. Besides Data, he also likes cat.
Projects.
Python
Fetal Health Classification
In this project, our team created a machine-learning model to classify the result of the Cardiotocogram test to ensure the well-being of the fetus.
Python
Tweet Sentiment Classification
This project is made to predict the sentiment of the empty labels of Indonesian tweet data, whether it is a love, anger, fear, joy, and sadness sentiment.
Python
Covid-19 EDA
This project is about doing an Exploratory Data Analysis and Visualization on a time series of COVID-19 data to find insights about the pandemic.
R Programming
Stroke Prediction
Project to find out factors that lead people for getting stroke and predict whether someone is likely to get stroke based on several parameters.
Tableau
Covid-19 Data Visualization
Project about visualizing Covid-19 cases in three continents (America, Asia, and Europe) by 2020 to find insights about the pandemic using Tableau software.
Other Works.
UI/UX Design
Hackathon 5.0
As part of the TechnoScape 2022 UI/UX Design team, I created the design for the Hackathon 5.0 page.
UI/UX Design
BNCC Opening Season 2022
As part of the BNCC Opening Season 2022 UI/UX Design team, I created the design for the home page and registration page.
Instagram Content
@Filemagz
Filemagz is an online media that discusses technology trends and people lifestyle by creating creative and informative contents in multiple social media platforms, such as Instagram.
Instagram Content
@Filetechno
Part of @Filemagz that aims to improve technical skills about programming for technology enthusiasts by providing various contents in Instagram.