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EaintMM/README.md

Hi, I'm Eaint 👋

Data Analytics | Data Science | Business Intelligence

I'm a Computer and Data Science student based in Bangkok, Thailand, currently pursuing a double-degree program with Siam University and La Trobe University.

My background is in software development, with 3.5 years of professional experience building and maintaining chatbot solutions. I'm now focusing on Data Analytics and Business Intelligence, combining my programming background with Python, SQL, statistics, and data visualization.

I'm particularly interested in turning data into actionable business insights and using data to support better decisions.


🛠️ Skills

Data Analytics: Python · Pandas · NumPy · SQL · Excel · Statistical Analysis · EDA · Diagnostic Analytics

Visualization & BI: Power BI · Tableau · Plotly · Matplotlib · Seaborn · Streamlit

Databases: MySQL · PostgreSQL · Microsoft Azure Data Studio

Programming & Tools: Python · Java · JavaScript · PHP · REST APIs · Git · GitHub · Jupyter Notebook · Google Colab


📊 Featured Projects

📉 Customer Churn Analysis

Python · Pandas · NumPy · Matplotlib · Seaborn · EDA · Diagnostic Analytics

An end-to-end exploratory and diagnostic analysis of telecom customer churn, investigating how contract type, payment method, tenure, internet service, and subscribed services relate to customer attrition.

The analysis progresses from individual churn factors to high-risk customer segments and actionable retention recommendations.

View Project →


🎓 Screen Time vs. Academic Performance

Python · Pandas · Statistics · scikit-learn · Streamlit · Plotly

An end-to-end analytics project investigating the relationship between students' screen-use patterns and academic performance using primary survey data.

Includes data collection, data cleaning, exploratory analysis, statistical analysis, predictive modeling, and an interactive Streamlit dashboard.

View Project → · Live Dashboard →

🤖 Additional Projects

🪖 Motorcyclist Helmet Detection System

Python · MATLAB · YOLO · Computer Vision · Gaussian Mixture Model

Developed a computer vision system for detecting motorcycles, helmets, and license plates from CCTV footage. The project involved data annotation, YOLO-based object detection, image processing, and model evaluation.

1st Prize — 2019 University Outstanding Project Awards, AI & Image Processing

View Project →


👕 Virtual Clothes Try-On System

Python · Tkinter · Flask · Computer Vision

Developed a virtual clothes try-on application using Python, with a Tkinter-based interface and Flask for web application functionality.

📊 Sales Performance Analytics & Dashboard 🚧

SQL · Power BI · Business Intelligence

In progress


💼 Experience

Software Developer — ONOW Enable

2022 – 2026 · Remote

Developed and maintained AI-powered chatbot solutions across multiple messaging platforms, integrating APIs and external services and translating client requirements into production-ready features. Worked with user interaction patterns and production data to troubleshoot issues and support improvements, alongside functional and pre-release testing.


🎓 Education

Siam University × La Trobe University

Bachelor's Degree in Computer and Data Science — Double-Degree Program

Bangkok, Thailand · 2023–Present


🌱 Currently

  • Developing practical Power BI & Business Intelligence skills
  • Preparing for the Microsoft Power BI Data Analyst (PL-300) certification
  • Looking for remote part-time / contract opportunities in Data Analytics, BI, and related roles

📫 Let's Connect

Email: eaintmyintmon106@gmail.com
GitHub: github.com/EaintMM

Pinned Loading

  1. Screentime-vs-GPA Screentime-vs-GPA Public

    End-to-end data science project analyzing how screen time habits affect student GPA — built with Python, Streamlit, Plotly, and scikit-learn. Features interactive dashboard, EDA, diagnostic analysi…

    Python

  2. Motorcyclist-Helmet-Detection-using-YOLO-Object-Detection Motorcyclist-Helmet-Detection-using-YOLO-Object-Detection Public

    A system to detect whether a motorcyclist wearing a helmet or not. YOLO object detection network, Gaussian Mixture Model and Matlab Programming Languages are used.

    MATLAB 3

  3. Customer-Churn-Analysis Customer-Churn-Analysis Public

    End-to-end customer churn analysis using Python, SQL, Machine Learning, and business analytics to identify churn drivers and recommend retention strategies.

    Jupyter Notebook

  4. Virtual-Clothes-Try-on-System-with-sizes Virtual-Clothes-Try-on-System-with-sizes Public

    Web-based virtual clothes try-on system using face detection and alpha blending

    JavaScript