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  1. hdb-resale-snowflake-powerbi-pipeline hdb-resale-snowflake-powerbi-pipeline Public

    Layered SQL pipeline in Snowflake (RAW → STAGING → DATA_MART) over Singapore HDB resale transactions, Jan 2017 to Oct 2026. Power BI dashboard of price per sqm by year, town and flat type.

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  2. applied-machine-learning-telco-customer-churn-and-RFM-segmentation applied-machine-learning-telco-customer-churn-and-RFM-segmentation Public

    Analysed 7,043 telecom customers across 21 variables to segment users (K-means, PCA) and predict churn (regression, classification). Found churn ranging 7.4%–48.8% across 4 clusters, guiding retent…

    Jupyter Notebook 1

  3. Tableau-Retail-Profitability-and-Logistics-Optimization Tableau-Retail-Profitability-and-Logistics-Optimization Public

    Developed interactive dashboards in Tableau to analyse and visualise large datasets, enabling clear presentation of business insights. Complemented this with Excel-based financial modelling, projec…

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