Research Query Automation

Created and prepared a research participant recruitment SQL query that enabled qualitative researchers to pull interview participants based on persona needs.

How to Improve the Product Usage?

Providing a funnel analysis to understand the performance of the Expenseit product.

Data Readiness Initiative

Integrated logging data collection into the product feature development lifecycle. Increased the product data foundation and further improved the data literacy of the team.

Worldwide AWS Seller Productivity Report Standardization

Independently led the standardization and automation development of the Seller Productivity Report, a high visibility 0-1 report consumed by leaders across global AWS sales regions.

Next Generation UI Launch Product Health Analysis

During a key business time of launching the NextGeneration product UI, my observational analyses ensured product quality. This, in turn, accelerated 2k+ clients adoption and contract renewal.
