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User Recall Analysis 

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Drove an end-to-end data solution to  address user recall issues within Meta's A/B Testing product, coupled with AB Test experiments to measure success.

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'Users Think Our Product Is Expensive' 

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Led a root cause analysis to address user churn and worked with leaderships to reshape the product strategy, resulting in 10%+ user retention and engagement.

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Research Query Automation

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

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Survey Insights Automation

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When the organization's data platform didn't support ML automation, how did I manage to deliver insights of user comments on a large scale efficiently?

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How to Improve the Product Usage?

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

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Alexa Challenge

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What feature recommendations did I provide for the Alexa team with order history data

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In-Product Survey 

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Connected survey data with user behavior metrics to craft compelling data narratives. This influenced the A/B Testing team's strategic roadmapping for four projects. Defined and scaled the survey solution across the Ads organization. 

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Data Readiness Initiative

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

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Worldwide AWS Seller Productivity Report Standardization

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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.

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Next Generation UI Launch Product Health Analysis

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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.

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Neural Network to recognize Rock/Paper/Scissors (Image processing)

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Train a convolution neural network to recognize gesture from  the image using python

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Airbnb in Seattle

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Regression model tells you how to become an Airbnb super host in Seattle

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