氏名:非公開

The University of Tokyo Hospital / Project Researcher

Japan

こんなことお話できます

Web業界(B2C) or 保険業界におけるデータ分析(DataMining, DataScience)についてお話できます

- 銀行窓販のホールセラー(100人以上規模)の行動履歴データからの、行動パターン分析、KPI策定、人員配置計画策定 - ECサイトでの並び順アルゴリズム開発による訪問あたり粗利改善 - メルマガでの商品の並び順アルゴリズム開発により粗利改善 - Video On Demandサービスにおける、離反防止のための分析、商品入荷のための分析 - テーマパークにおけるIoTを用いたサービスへの分析計画策定、HighLevel KPI策定 2014年〜東京大学医学部付属病院 特任研究員(非常勤) 2012年〜株式会社リクルートライフスタイル 2012年〜アクセンチュア株式会社 2010年〜アシュリオンジャパン株式会社 2007年〜ING生命保険株式会社 2001年〜データマイニングのソフトウェア開発及びコンサルティングを行うスタートアップを起業2001年より、データマイニングにまつわる分析業務及び付随する業務データアナリスト- 実ビジネスへの機械学習、統計手法の適用 - ビジネスPrjへのデータ分析の適用における技術的な意思決定、組織形態、分析計画の立案 - B2C Webチャネルにおけるプロモーション効率化 - Web並び順アルゴリズム, レコメンデーション - 法人営業の効率化に向けたデータ分析

データベース/サーバ

問い合わせ


自己紹介

Gen KOBAYASHI is a professional data scientist who has deep experience in analytics, computer science, enterprise IT, and experienced in both business side and IT.
Gen has experience in the whole of life cycle of the analytic project from business analysis, initiation phase, and project management on that. In particular, Gen has knowledgeable about analytics(Machine-Learning, AI, Statistics, Computer Science) and well-experience including hands-on implementation of predictive modeling(R, C* and other script languages on Linux) and leading business projects using analytics.



Gen also has ample business experience in founding a startup company developed data mining software and consulting, KPI management through data analysis in life insurance, risk analyst in the P/C insurance service, predictive modeling and implementing algorithms for behavior targeting using large-scale log data in web industry.



* Data Mining, Data Analysis and BI. Analysis and reporting KPI to management.
* Project Management experience in DWH/BI for insurance, analytics project, and infra-IT service.
* Experienced as risk analyst for building time series statistical modeling for insurance KPI such as incident rate based on SKU. Monitoring and reporting for performance of scoring model for fraud detection.
* KPI management and data analysis at whole sales in insurance and participated change management project. Marketing research, modeling and optimization for efficiency sales performance.
* Knowledgeable in financial engineering through research activity at the university.
* Funded start up company that was focusing Data Mining consultation and developing analysis software through R&D, managed the company as founder for over three years, managed 10 of staffs.
* Developed prototyping for specialized search engine as technology officer at start-up company provided specialized search engine.
* Knowledgeable in artificial intelligence, machine learning theory through research activity.


職歴 / 学歴

  • 2014/2

    The University of Tokyo Hospital /Project Researcher

    2014/2 継続中

  • 2012/8

    Recruit Co., Ltd. /Data Scientist, CRM Group, CAP Company,

    2012/8 継続中

  • 2012/1

    Accenture /Consultant, Risk Management Group, Management Consulting,

    2012/1 2012/7

  • 2010/4

    Asurion Japan K.K. /Risk Analyst, Product and Risk Management

    2010/4 2011/12

  • 2008/8

    ING LIFE INSURANCE COMPANY,LTD. /Assistant Manager, DataWarehouse lead, TechnologyManagementDivision

    2008/8 2010/3

  • 2007/8

    ING LIFE INSURANCE COMPANY,LTD. /Sales Statistics Analyst, Financial Institution Sales Headquarters

    2007/8 2008/7

  • 2005/8

    Self Employed /Independent Consultant

    2005/8 2007/7

  • 2004

    ROOT SYSTEMS Inc. /CTO

    2004 2005

  • 2003/12

    VALUE MINERS /Part-time Executive Director

    2003/12 2004/12

  • 2001/6

    MINING RESEARCH Inc., /Founding President

    2001/6 2004/8

  • 2002/12

    Ministry of Land, Infrastructure, Transport and Tourism /policy review committee member

    2002/12 2003/3

  • 2013

    University of Tsukuba /Doctoral course

    2013 2016

  • 2010

    University of Tsukuba /Master

    2010 2013

  • 1999

    Musashi Institute of Technology /Bachelor

    1999