Mar 2023 – Jul 2023 · 4 mos

May 2022 – Feb 2023 · 9 mos

Aug 2021 – Apr 2022 · 8 mos

• Anomaly Detection

Jun 2019 – Aug 2021 · 2 yrs 2 mos

• Demand Forecasting

Apr 2016 – Jun 2019 · 3 yrs 2 mos

• Demand Forecasting

Jun 2014 – Apr 2016 · 1 yr 10 mos · San Francisco Bay Area

• Model quarterly projections of desktops, notebooks, and tablets for emerging Asia Pacific region. Use statistical and econometric models to fit ARMA time series models and forecast units and revenues of each form factor. Research and identify key macroeconomic drivers and their effect on sales and demand of products.
• Principle Investigator for monthly primary research project exploring trends in household device ownership, usage, and purchase behavior. Manage weekly sync meetings with market research team, ensuring quality of survey questionnaire and sampling methodology. Write Stata scripts to automate process of cleaning the large data sets. Develop binomial models analyzing key drivers of household purchase decisions. Publish internal quarterly report with significant findings and recent trends. Present results to senior managers and executives.

May 2013 – Jun 2014 · 1 yr 1 mo · San Francisco Bay Area

• Participated in creation and analysis of household survey related to device ownership and purchases.
• Performed survey survival time analysis to understand household behavior.
• Results presented to executives and used in various internal and external reports.

May 2012 – Aug 2012 · 3 mos · San Francisco Bay Area

• Created new data extraction methodology for modeling phone, tablet, and laptop penetration rate forecasts.
• Documented, trained, and proliferated technique throughout Intel marketing organizations.