I was motivated to switch from a banking career to data science by a strong interest in analytics and strategic problem-solving. I enjoy transforming complicated data into useful business insights.
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Language
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Visualization
- Healthcare/Medical : 2 Project
- Finance/Banking : 1 Project
- Marketing/Retail : 6 Project
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User Retention Analysis on Online Retail Data
Analyzing user retention patterns to enhance customer loyalty.
🐍 Language: Jupyter Notebook -
User-Segmentation_Online-Retail-Data
To perform user segmentation using online retail data by applying the RFM (Recency, Frequency, Monetary) technique.
🐍 Language: Jupyter Notebook -
Market Basket Analysis on Online Retail Data
Discovering product association patterns for marketing strategies.
🐍 Language: Jupyter Notebook -
Clustering_Ecommerce-Customer-Behavior-Dataset
To identify e-commerce customer behavior patterns through clustering (unsupervised learning).
🐍 Language: Google Colab Notebook -
Prediction-Model_Credit-card-customer
To predict customers who are likely to experience credit card payment delays in order to determine appropriate strategies for addressing future conditions.
🐍 Language: Jupyter Notebook
- Pushed to User Retention Analysis on Dec 29, 2025
- Pushed to Clustering Ecommerce Customer Behavior Dataset on Dec 28, 2025
- Pushed to Market Basket Analysis on Feb 11, 2025
- Pushed to Customer Segmentation on Mar 7, 2025
- Data Science with Python - habiskerja.com, 2024
- Basics of Data Science - Dicoding Indonesia , 2024
- Basics of SQL - Dicoding Indonesia , 2024
- Python Programming - Dicoding Indonesia , 2024
- Learn Data Analysis with Python - Dicoding Indonesia , 2024
- Introduction to Structured Query Language (SQL)) - Dicoding Indonesia , 2024
- Introduction to Python Programming - Dicoding Indonesia , 2024
- Data Science - MySkill , 2025
- Data Science Fundamental - MySkill , 2025