Pantry Software (Start-Up)Data Scientist (Consultant)
Jun. 2023 - Sep. 2023Developed a reliable methodology for detecting promotions in purchase orders for consumer-packaged goods with 95%+ accuracy. Improved forecast accuracy by 10%+ by having a reliable flag for promotional offers using my methodology. •Created a scalable methodology using Python to detect promo pricing in purchase orders across all clients’ data.
•Leveraged promo detection and other covariates to significantly improve the forecasts of purchase volume.
•Integrated research findings into existing predictive models to expand the company’s capabilities and services.
•Used various Python libraries, including Pandas, NumPy, Scikit-Learn, and Darts, to perform time series analysis