Ran Pan

Ran Pan Email and Phone Number

Data Scientist @ International Monetary Fund @ International Monetary Fund
washington, district of columbia, united states
Ran Pan's Location
Washington, District of Columbia, United States, United States
About Ran Pan

Ran Pan is a Data Scientist @ International Monetary Fund at International Monetary Fund.

Ran Pan's Current Company Details
International Monetary Fund

International Monetary Fund

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Data Scientist @ International Monetary Fund
washington, district of columbia, united states
Website:
imf.org
Employees:
5364
Ran Pan Work Experience Details
  • International Monetary Fund
    Data Scientist
    International Monetary Fund Feb 2023 - Present
    Washington, District Of Columbia, United States
    Big Data Support
  • Meta
    Data Scientist
    Meta Jun 2022 - Aug 2022
    美国 纽约州 紐約
    SBG Demand DS• Developed a quantitative understanding of SBG advertisers’ contactability through communicating definitions with business partners, researching methodologies on past projects and using data analytics techniques such as SQL & Python to identify over 800,000 uncontactable advertisers and propose strategies to drive SBG’s north star metric, incremental revenue. • Analyzed the uncontactable advertisers’ profiles, such as their spending patterns, geographical distribution and user activities on ad platforms using SQL, and applied Python to visualize the group’s distinct features to further help business partners to understand the reasons for not able to contact the advertisers through marketing channels.• Designed a machine learning model utilizing logistic regression and random forest to identify the influential factors on advertisers’ contactability. The model recognized variables such as product interfaced-based entry-point exposures, past pitch call experience and the number of marketing channels reached as the positive drivers of contactability, achieving a model accuracy of 0.96. This analysis overturned the long-held belief that the marketing effort is the only driver for advertiser contactability, and instead recommended to the marketing team to focus holistically on multiple factors to engage advertisers.• Presented 5 actionable recommendations such as increasing proactive outreach frequency and expanding the advertisers’ product-based entry points exposures to assist Meta’s marketing team to engage uncontactable advertisers. The proposed strategies generated a $53 million revenue opportunity for SBG.
  • Amazon Web Services (Aws)
    Business Analyst Intern
    Amazon Web Services (Aws) Oct 2020 - Jul 2021
    中国 北京市
    Partner Business Dashboards Automation Using Tableau & SQL
  • Nba Yao Basketball Club
    Translator & Assistant Coach
    Nba Yao Basketball Club Jul 2015 - Aug 2017
    Bejing, China

Ran Pan Education Details

Frequently Asked Questions about Ran Pan

What company does Ran Pan work for?

Ran Pan works for International Monetary Fund

What is Ran Pan's role at the current company?

Ran Pan's current role is Data Scientist @ International Monetary Fund.

What schools did Ran Pan attend?

Ran Pan attended Columbia University In The City Of New York, 美国密歇根大学, 北京市十一学校.

Who are Ran Pan's colleagues?

Ran Pan's colleagues are Ruo Chen, Pramod Bhardwaj, Asha K, Sandeep Sreekumar, Alexander Massara, Cassandro Joseney, Iman Saab.

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