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Thapani Sawaengsri's Projects

.net-rest-api icon .net-rest-api

Created REST API by using .NET 5 innovations and Visual Studio Code

bootstrap icon bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

fraud_detection icon fraud_detection

Detecting fraudulent transactions using supervised learning techniques (Logistic Regression, Random Forest Classification, Gradient Boosting Classification)

hello icon hello

Web Programming with Python and JavaScript

home icon home

The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.

house-price-predictor icon house-price-predictor

Designed a regression model to predict house prices and explore factors that may affect house prices

implicit icon implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

ml-from-scratch- icon ml-from-scratch-

Python implementations of some of the fundamental Machine Learning models and algorithms from scratch

product_recommender icon product_recommender

Employed implicit alternating least squares algorithm to suggest preferred items based on users purchase history

twitter_bot_classifier icon twitter_bot_classifier

Designed text classification model to detect Twitter bot accounts and utilized KMeans to perform user segmentation analysis

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