Research Query Automation
![meta-logo-meta-by-facebook-icon-editorial-logo-for-social-media-free-vector.webp](https://static.wixstatic.com/media/1586a3_c4eeb59516fe4614bd8538b21a62c1b2~mv2.webp/v1/fill/w_56,h_56,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/meta-logo-meta-by-facebook-icon-editorial-logo-for-social-media-free-vector.webp)
Created and prepared a research participant recruitment SQL query that enabled qualitative researchers to pull interview participants based on persona needs.
![banner-image.png](https://static.wixstatic.com/media/1586a3_afc61e3feb1649b5ac2eba50111b0140~mv2.png/v1/crop/x_0,y_58,w_1376,h_827/fill/w_358,h_215,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/banner-image.png)
How to Improve the Product Usage?
![SAP-Concur-logo.jpeg](https://static.wixstatic.com/media/1586a3_e5ede16415714e918ce179a0d315fafc~mv2.jpeg/v1/fill/w_56,h_25,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/SAP-Concur-logo.jpeg)
Providing a funnel analysis to understand the performance of the Expenseit product.
![expenseit2.jpg](https://static.wixstatic.com/media/1586a3_71b63c9058cf4204ae58561e0db0d969~mv2.jpg/v1/fill/w_349,h_215,al_c,lg_1,q_80,enc_avif,quality_auto/expenseit2.jpg)
Data Readiness Initiative
![meta-logo-meta-by-facebook-icon-editorial-logo-for-social-media-free-vector.webp](https://static.wixstatic.com/media/1586a3_c4eeb59516fe4614bd8538b21a62c1b2~mv2.webp/v1/fill/w_56,h_56,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/meta-logo-meta-by-facebook-icon-editorial-logo-for-social-media-free-vector.webp)
Integrated logging data collection into the product feature development lifecycle. Increased the product data foundation and further improved the data literacy of the team.
![Log-query-1000X1000-_edited.jpg](https://static.wixstatic.com/media/1586a3_4eb3a19d998c4f229ad88c64ec8453c2~mv2.jpg/v1/crop/x_0,y_27,w_970,h_582/fill/w_358,h_215,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/Log-query-1000X1000-_edited.jpg)
Worldwide AWS Seller Productivity Report Standardization
![AWS_Salesforce_Logo-Lockup_edited.jpg](https://static.wixstatic.com/media/1586a3_a448e793e0af4fc9830f1d3c748d7a7f~mv2.jpg/v1/fill/w_56,h_49,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/AWS_Salesforce_Logo-Lockup_edited.jpg)
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.
![Co-Selling-Best-Practices-2023-3.png](https://static.wixstatic.com/media/1586a3_712c64da3524424697ec261a636bfa5b~mv2.png/v1/fill/w_358,h_175,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Co-Selling-Best-Practices-2023-3.png)
Next Generation UI Launch Product Health Analysis
![SAP-Concur-logo.jpeg](https://static.wixstatic.com/media/1586a3_e5ede16415714e918ce179a0d315fafc~mv2.jpeg/v1/fill/w_56,h_25,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/SAP-Concur-logo.jpeg)
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.
![1514868833083-sap-concur-logo-newsroom.j](https://static.wixstatic.com/media/1586a3_e2eb293f13cb4d16887da95ea831f914~mv2.jpg/v1/fill/w_358,h_161,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/1514868833083-sap-concur-logo-newsroom_j.jpg)