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Engagement History
Engagement History (~ 2010) DPPO MMS
 
  2021   Mobile-Ad Targeting with Consulting using Wired/Wireless Data
(Telecom Co.)
      CTR Prediction for DSP system (Ad. Co.)
      IPTV VOD Subscriber Churn Prediction (IPTV Co.)
      Customer Segmentation for Overseas Stock Investment
(Financial Co.)
    Building a Web Portal - Developing Economic Indicators with Databases
in Private Companies (Govt.)
  2020   New Customer Discovery and ARPU-up for Micropayment System
(Mobile Telecom Co.)
      Mobile-Ad Targeting Project using Wired/Wireles Data
(Telecom Co.)
      Installability Estimation Model for SOHO Networks
(Mobile Telecom Co.)
      Customer Segmentation and Product Recomendation using AI Methods
(Financial Co.)
    VOD Sales Forcasting and Customer Integration (IPTV Co.)
  2019   MTS Personalized Curation Service Developement (Financial Co.)
    Existing-/Aspiring-SOHO Customer Targeting (Mobile Telecom Co.)
    Wired/Wireless Integrated Indices for Target Advertising (IPTV Co.)
    Energy My Data driven Energy Saving Service (Public/Govt.)
    Bank Customer Integration and Segmentation (Financial Co.)
    Movie VOD Recomendation System (IPTV Co.)
  2018 Big Data based SOHO Custormer Targeting (Mobile Telecom Co.)
      On-/Off-line Customer Integrated CLS (Customer Lifecycle Segment)
Development (Membership Co.)
    Predictive Modeling for IPTV VOD Sales Enhancement (IPTV Co.)
  2017   Chunrning Prediction Score Modeling for Business Internet Phone
(Mobile Telecom Co.)
    Recomendation Algorithm for Online Shopping Website
(Retail Co.)
    Driving Pattern based Behavior Segmentation for Eco-friendly Vehicles
(Automobile Co.)
    Product DNA driven Demand Prediction Modeling (Confectionery Co.)
  2016   Customer Account Concept Research (Telecom Co.)
    Data Analysis for CVS shops (Retail Co.)
    Family based Production Recomendation Modeling Consulting
(Telecom Co.)
  2015   Root Cause Analysis in Manufacturing Defects (Display Mfg. Co.)
    Loyalty Marketing / Mobile Ad. DMP Using Big Data (Commerce Co.)
    Customer Segmentation and Product Recommendation Consulting
(Membership Co.)
    Retail Shop Segmentation and Customer Needs driven New Product
Development (Retail Co.)
  2014   Big Data Analysis Consulting for Infants Security System
(Public/Govt.)
    Customer (incl. Non-members) Segment based Marketing & CRM
Strategy (Airline Co.)
    Big Data based Marketing/Sales Consulting and Family ID Framework
Development (Telecom Co.)
  2013   Approach for New Product Package Consulting (Telecom Co.)

    Customer Analysis for Customer Insight Report
(Fashion/Textile Co.)
    Transformation Strategy Establishment Consulting (Insurance Co.)
  2012   Purchase Pattern driven Life Style Prediction (Retail Co.)
    Real-time Wired/Wireless Integrated Customer Event Definition and
RTD Application (Telecom Co.)
  2011   Advanced Analytics & Campaign Enhancement Project
(Cosmetic Co.)
    Telecom Compan's Emerging Issue Analysis and Outsourcing
Consulting (Telecom Co.)
    Wireless Customer Event Planning and Startegy Consulting
(Mobile Telecom Co.)