17/7/2025

 17/7/2025

Today's work focuses on preparing for tomorrow's XGBoost model report and further consolidating the understanding and mastery of the entire prediction script to ensure that the logic, advantages and application effects of the model can be clearly explained in the report.

In the afternoon, I participated in the meeting of the Supply Chain department to understand the current status of goods flow and replenishment, as well as the KPI tasks that need to be completed.

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21/3/2025

 21/3/2025 Continue to explore and test various sales forecasting methods, including using different time periods for forecasting, to find the most accurate forecasting method. Attend meetings in the afternoon to discuss inventory status during the promotion period with relevant teams (such as managers and executives), focusing on products that have already started or are about to start promotions, especially products that are at risk of being out of stock (OOS), and develop corresponding response strategies to ensure the smooth progress of promotions.
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19/3/2025

19/3/2025 Data related to Soh (Stock on hand), Sales (Sales data) and Warehouse Stock (Warehouse Stock) from January 2, 2025 to March 19, 2025 are extracted from Qlik Sense, and the data integrity is checked and initially cleaned. Subsequently, the stock level and warehouse stock allocation are analyzed by building visualization charts such as line charts and bar charts. Finally, the analysis results are discussed and corrected with the Supply Chain Forecast and Promotion Executive.
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