Our Projects

Qoppa Quantitative Consulting provides experts in data engineering, advanced analytics, data science and machine learning / AI.

Examples

• ABN AMRO (Banking)
• Ab-Ovo (Software)
• Accenture (Consulting)
• Achmea (Insurance)
• AEGON (Insurance)
• Atos (Consulting)
• Bol.com (Retail)
• Capgemini (Consulting)
• C-motions (Consulting)
• Eneco (Energy/Utilities)
• Fox-IT (Security)
• ING IM (Banking)
• Lynxx (Transport)
• MI Company (Consulting)
• Nationale Nederlanden (Insurance)
• Newcraft Group (Consulting)
• NS (Transport)
• Objective Partners (Consulting)
• ORTEC (Consulting)
• ORTEC Marketing (Consulting)
• Pointlogic (Media)
• Quintiq (Consulting)
• Rabobank (Banking)
• Rotterdam School of Management (Education)
• RTL Nederland (Media)
• TNT (Transport)
• Underlined (Consulting)
• Veneficus (Consulting)
• Wehkamp.nl (Retail)

Case Studies

Quantitative Customer Journey Predictive Analytics

Advanced analytics solution for a financial institution that tracks and maps app- and web users in their customer journey in financial products. These data driven insights were used to automatically personalize marketing communication. Tasks were: data modelling and engineering, create reporting/monitoring tool, develop predictive module for marketing campaigns (best next action), obtain ad-hoc customer insights from text- and process mining. Tools used were: Teradata, MicroStrategy, SAS Enterprise Miner, Celonis.

Online Display Banner Rotation/Targeting Optimizer

Advanced analytics solution for a financial institution that optimizes display banner rotation for achieving more relevance and higher click-through rates (better performance). Tasks were: data gathering, creating statistical optimization model, implementing feedback loop, create basic performance report. Tools used were: Teradata, SAS Enterprise Miner, Adobe Marketing Experience.

Behavioral Customer Trend Anomaly Detection

Advanced analytics solution for a financial institution that automatically signals changes in millions of customer product usage behavior and triggering alerts. The triggered detected behavioral anomalies were mainly used for marketing automation purposes, but also for customer due-diligence. Tasks were: data storage, signal data modelling, creating statistical model. Tools used were: SAS Enterprise Minder.

GasShipping Optimization Model

Complex business-rules calculation engine for a energy/utility firm that computes and monitors gas flows across networks and the associated costs and penalties. These insights were used for compliancy with regulations from the gas network supervisor, pricing risk assessment and for cross-checking invoices to be paid. Tasks were: software migration, business rule coding, simple report generation. Tools used were: MATLAB, Visual Basic for Applications, Excel.

Value At Risk Energy Trading Model

Daily big data financial risk modelling for commodity trading (energy, gas, oil) portfolio of energy/utility firm. Tasks were: big data ETL pipeline, matrix computation of financial risk formula's, reporting. Tools used were: MATLAB, Excel.

Commercial Spot Frequency Value Calculator

Advanced analytical model for a media agency firm for computing reach and frequency for optimal television spot time slot programming. Tasks were: statistical research, software development, analytical modelling, data reporting. Tools used were: Java, XML.

Movie Scheduler

Implementation of a mathematical model for allocating cinema movies to time slots in order to maximize ticket sales for a movie theatre chain. Tasks were: statistical research, software development, analytical modelling, data transformation, visualisation. Tools used were: ILOG CPLEX, C++, Visual Basic for Applications.

Data Point Editor

Graphical user interface software plug-in developed to improve efficiency of building automation configuration tasks for an industrial climate control firm. Tasks were: design, software development, coding, testing. Tools used were: Niagara Baja Framework, Java.

Computer Security Monitor

Computer security monitoring tool for enabling guest accounts on publically used computers in an educational institution. Tasks were: draft security threat assessment plans, security application development, testing and deployment. Tools used were: Visual Basic.