Hello, I'm
Napas Vinitnantharat
Software Development | DevOps Engineer
Skill
Project
Pfin personal-finance website

PFin is a personal-finance website created for user to track personal financial status include Revenue, Expense, Asset, Debt and etc. PFin allows user to add their financial record and view their financial status in a dashboard

Skills:

Golang, Fiber, Next.js, PostgreSQL

Thailand Tourist flow Dashboard

Use Looker Data Studio to visualize the flow of the number of foreign tourist travel to Thailand

Skills:

Looker Data Studio

Logistic Regression Prediction Telco Customer Churn

This project use Logistic Regression to prediction customer churn and handling imbalance dataset by using SMOTE technique.

Skills:

Sci-kit Learn, Python, SMOTE, Logistic Regression

Online Hotel Reservation prediction using machine learning algorithm

Using machine learning algorithm to predict customer who likely to cancel the reservation.Exploratory Data Analysis and Data Visualization.

Skills:

Sci-kit Learn, Python, Machine Learning

HR Management System

Develop website for HR to manage employees in the company. For the front-end, we use React library and React Bootstrap framework. For the back-end, we use MySQL.

Skills:

React, Javascript, Node.js, MySql, Express.js

Text Analysis on Medium Article

Text Analysis on Medium Article using Python., Analyse Word Frequency and Exploratory Data Analysis and Data Visualization.

Skills:

Text Analysis

SPFNA Stock Simulation Investment Game Platform

Develop web application for investors to share their stock idea and simulate stock competition leaderboard for user

Skills:

React, Typescript, Node.js, MongoDB, Express.js, Chart.js

Food Delivery App using Flutter

Create Food Delivery Front End Development using Flutter. This project is a part of the course Mobile Application Development. The project is about creating a food delivery app

Skills:

Flutter

Work Experience
Education