Activity

King Mongkut’s Institute of Technology Ladkrabang, Bangkok Thailand

 ● Bachelor of Science – Data Science and Business Analytics
 ● GPAX: 3.08/4.00


December 2022
Loan Prediction

Binary classification imbalanced dataset for prediction customer will be a default. My team uses XGBoost model and evaluation with an f1-macro score

April – May 2022
Sport Balls Recognition

Multiclass classification model. My team use transfer learning efficientNetV3 but with a fully connected layer, we are trying and error my code: click here

April – May 2022
Loan prediction

Multiclass classification model. My team use transfer learning efficientNetV3 but with a fully connected layer, we are trying and error my code: click here

January - February 2022
Ecommerce Web

My team develops an E-Commerce web. My team uses HTML, CSS, JavaScript, and Bootstrap to develop this website. My database is used Firebase and my hosting is used Vercel and this is my website: signin click here

December 2021
News Classification

Multiclass classification model predicts technology, business, and spot news. I use Term Frequency Inverse Document Frequency(TF-IDF) to feature extraction, random forest, and SVM use to algorithm model, Gradient descent to tune parameter