Experience

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  교보생명

  Feb 2001 - Jun 2021

  Senior manager

  A key member of loan operation & monitoring team with responsibilities for credit scoring model management, regular risk monitoring report and risk management tool improvement.Professional Experiences : (2020) - NLP based Predictive Modeling for Business- CSS Development Project (2020, 2013, 2011, 2007) - Daily News Monitoring Tool Development : COVID-19 related news crawling and visualization- Academic Paper Publish: “Forecasting performance comparison for economic variable by news embedding method” (Korean Institute of Information Scientists and Engineers; KCC2020) - Master’s Thesis: “Analyzing the effectiveness of news article embedding on predicting financial marker indices” (2019)- Apartment price decline prediction model development using individual apartment features and regional characteristics for choosing assets(mortgage loan) to liquidate- Metadata Search System : Using R shiny package to make EDW tables searcing system- CSS Validation Program Development\(2018)- Delinquency Rate Decomposition Model using APC(Age-Period-Cohort) model- Geographic Visualization of Loan balance and delinquency rate(2016)- Customer Credit Risk Segmentation Model Development(2015)- Network Visualization of debt-holding types across financial sectors (bank, card, capital etc)(2014)- Simulation Model Development on historical scenario for Stress Test Show less

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  카카오페이 (kakaopay)

  Mar 2023 - now

  • 파이낸셜데이터인사이트팀 팀장

    Mar 2023 - now

  • General Manager

    Jun 2021 - now

  • 파이내셜데이터인사이트팀 팀장

    Mar 2023 - Nov 2023