Ben Li

Product Growth Analyst @Meta

Toronto, ON, CA
MOBILE NUMBERS
+91 *********19

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WORK HISTORY

May 2022 — Present

Product Growth Analyst @Meta

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Created a user-centric funnel analysis framework for the Ad Performance team that unveiled $150+ million opportunities through ad format optimization• Challenged and refined the conventional template of ad budget setting with data-backed hypothesis, resulting in an 90% lift in new advertiser retention• Identified the root cause of low Small-to-Medium-Business adoption rate in certain markets by finding a critical correlation in the data and formulated an actionable plan to unlock the $500 million potential• Partnered with machine-learning engineers to increase top-line metric (click-through rate) of a product unit by 400% by making a key model input recommendation through data analysis• Provided data support, including opportunity sizing, experiment setup and post-experiment analysis to a number of projects that grew ad revenue by $50 million annually

EDUCATION

2013 — 2015

University of Toronto - Rotman School of Management

Master of Business Administration (MBA), Finance, General

SKILLS

Corporate FinanceFinancial AnalysisFinanceFinancial ModelingInvestment ManagementEquity ResearchMicrosoft ExcelVbaManagement

ABOUT BEN LI

Product Growth Analyst

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Ben Li — Product Growth Analyst at Meta in Toronto, ON, CA | Unifers