Shivakumari Avaradi
Senior Data Scientist @IWSR
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WORK HISTORY
Senior Data Scientist @IWSR
Led forecasting for APAC markets, focusing on volume forecasting using econometric modelling, regression techniques. Multiple product hierarchy levels (SKU), leveraging a top-down and bottom-up approach to ensure accuracy and alignment. Created a Power BI dashboard to visualize the forecast, which was shared with stakeholders.• Developed a regional-level forecast for Global Travel Retail using a mathematical model and created a Power BI dashboard to visualize the forecast, which was shared with stakeholders.• Built an R Shiny dashboard for channel forecasting to streamline workflows and enable seamless access for team members.• Maintained and monitored forecasting models to ensure accuracy, stability, and relevance over time.• Contributed to administrative responsibilities, including screening, interviewing, and hiring junior data science talent to support team growth and capability
EDUCATION
Karnatak University
Bachelor of Science (BSc)
Karnatak University
Master of Science (MSc)
Karnatak University
Doctor of Philosophy (Ph.D.)
ABOUT SHIVAKUMARI AVARADI
Experienced professional in Forecasting, Mathematical/Statistical Modeling, Optimization, Machine Learning, and Predictive Modeling, with a strong background in Data Analytics using R, Python, and SPSS. Adept at utilizing statistical methods to extract actionable insights and support data-driven decision-making. Passionate about applying advanced analytics to solve complex problems and drive business success.
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