Projects
| Project Title | Role | Sponsor/
Beneficiary |
Dates |
| Evaluating the new branch layout via simulation | Consultant | Yurtiçi Kargo | 1/2003 – 3/2003 |
| Improving marketing efficiency using predictive data mining models | Consultant | Denizbank | 5/2005 – 8/2006 |
| Identifying the customers who are likely to churn | Consultant | Denizbank | 9/2006 – 3/2008 |
| Developing behavioral scorecards for the risky products and customers in general | Consultant | Denizbank | 1/2007 – 6/2009 |
| Development of a campaign optimization system | Consultant | Teydeb 1507 | 5/2008 – 10/2009 |
| Developing Basel II compliant internal rating based methods for economic capital calculation | Consultant | Denizbank-Dexia | 7/2008 – 3/2010 |
| Optimization of electronic assembly operations and the TSP with variable costs | Coordinator | Tubitak 1001 (108M198) | 11/2008 – 11/2010 |
| Improving the parameters of a credit card fraud prevention system | Consultant | Yapi Kredi Bank | 1/2009 – 5/2009 |
| Determination of customer lifetime value | Consultant | Denizbank | 9/2009 – 9/2011 |
| Cross and up sell modeling for retail and SME customers | Consultant | Sekerbank | 12/2009-12/2011 |
| Development of a novel credit card fraud detection system | Consultant | Teydeb 1501 | 5/2010 – 4/2012 |
| ATM cash flow management and optimization | Consultant | Teydeb 1501 | 1/2011 – 12/2013 |
| Store Locator | Coordinator | Teydeb 1507 | 4/2013 – 9/2014 |
| Collection optimization | Consultant | Teydeb 1501 | 6/2013 – 3/2015 |
| Profit based classification | Coordinator | Tübitak-Fwo | 8/2013 – 8/2015 |
| Internal Fraud | Consultant | Teydeb 1501 | 1/2014 – 6/2016 |
| Social Media CRM | Coordinator | Teydeb 1501 | 1/2014 – 12/2016 |
| Identifying fake Facebook profiles | Coordinator | Teydeb 1507 | 10/2014 – 3/2016 |
| Resource planning and scheduling | Coordinator | Teydeb 1507 | 10/2014 – 3/2016 |
| Pricing optimization | Coordinator | Teydeb 1507 | 4/2016 – 9/2017 |
| Analytical CRM modeling | Consultant | Albaraka | 7/2016 – 12/2017 |
| Advanced Marketing Optimization | Coordinator | Teydeb 1501 | 9/2018-3/2021 |
| ATM and Kiosk Management and Optimization | Coordinator | Teydeb 1501 | 4/2021-3/2023 |