A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

This repository contains the data source and the tableau workbook used in my YouTube video: https://www.youtube.com/watch?v=_qReGTOrKTk

Customer Personality Analysis Using Clustering

Dive into the world of customer retention with this GitHub repository, Utilizing the power of tools like Power BI and Python libraries such as Numpy, Seaborn, and Tidyverse, we explore the factors driving customer churn and pinpoint their impact areas.

Gofood Exploratory Data Analysis and WordCloud (category,product,etc)

Two dashboards using tableau to help stakeholders, including sales managers and executives to analyze sales performance and customers.

Using Logistic regression to determine which consumer demographics to target and their likelihood of purchasing a product based on viewing a social media ad. Achieved an accuracy score of above 92%!

Explore the world of data-driven customer analysis and lifetime value estimation. This project dives into customer segmentation, geographic analysis, time series insights, stock trends, and product descriptions. Join us on our journey of data exploration and optimization.

Submission for the Data Analytics Program offered by KPMG Australia via Forage.

Find common customers between two branches using intersection algorithm

Understood customer behavior based on their transaction history.

Customer analysis on a bike-share program

This is a Tableau project for data analytics where I have created a dashboard that compiles various sheets that are insights of customer json data. The dashboard is dynamic and varied. It can be extracted as a pdf.

By understanding and predicting CLV, PT Asuransi Mobil Sejahtera can make better decisions about how much they should invest in customer acquisition and retention, as well as how they can improve customer satisfaction to increase CLV.

SQL-based solutions to real-world data analytics challenges involving customer segmentation, transaction analysis, account monitoring, and lifetime value estimation. This project demonstrates practical SQL skills including CTE usage and aggregation, tailored to solving business problems.

This repository contains a data science project aimed at analyzing customer behavior and classifying them based on their likelihood to accept marketing campaigns. Additionally, the project involves clustering customers into different segments for targeted marketing strategies.

This Power BI dashboard provides a comprehensive view of revenue performance, profit margins, and customer insights. It helps businesses track key financial metrics, analyze customer contributions, and monitor revenue trends across different equipment and manufacturers.

This repository containe a customer analytics powerbi dashboard project

Customer Segmentation Project

This repository highlights my ability to perform Data Analysis and Dashboard Creation using Power BI.