● Leading analytics for suite of mobile games across different genres and maturities. Using data to inform product, marketing, user acquisition, and pricing. Balancing limited time events, updating global difficulty settings, and developing new features and store merchandising. ● Adapting data science methods for business use cases. Developing frameworks for user conversion, recurrent purchasing behavior, and churn. Applying statistical models to measure player retention against in app behaviors.● Managing telemetry production and data pipelines. Building reporting tools on daily metrics. Implementing new KPIs to measure success of iterative changes.

● Quantifying public opinion for individual, institutional, and media partners through polling operation. Constructing raking weights, consulting on questionnaire design and methodology, presenting findings in different mediums.● Creating novel technique to capture and rank consumer preferences using Bayesian adaptive testing. Post stratifying respondents based on questions on urban density.● Partnering with colleagues in user research, marketing, and growth to consult on research. Advocating for proper use of survey research and statistics in product and among customers.

● Using new methods under Bayesian framework to combine posterior summary statistics from partitioned data, add calibrated noise, and maintain differential privacy.● Research published in Journal of Privacy and Confidentiality. Cited 2022, 2024.