Ömür Özdoğan Email & Phone Number

İstanbul, Türkiye

- Data Collection and OrganizationIdentifying Complex Data Sets, Interpreting Trends for Fintech, Payment Systems and New Banking Technologies- Data MonitoringManaging Data Visualization Tools and Building Dashboards (Excel, Power BI, Metabase, Tableau)- Data Analysis & InsightsCX, Credit Risk, Alternative Credit Scoring, Decision Support Systems, Algorithm Performance Tracking- ETL Design and Development- Coaching & Mentoring Jr. Colleagues in Data Team

- ModelingDesigning predictive models for Know Your Customer (KYC) through data analysisand data science techniques, such as anticipating potential inactive credit cardcustomers and improving customer loyalty.- Reporting, analytics and insightsDesigning and automating performance dashboards to track key metrics, uncovervaluable insights, identify growth opportunities, and present findings andrecommendations to stakeholders through cost-benefit analysis and client-specificcampaign decisions.- Python projectDeveloping a project for credit card user segmentation through the use of K-meansand KNN algorithms, which will be used for campaign selection and optimizingcustomer loyalty. Detecting fraud in voice prints at bank call centers using MFCCalgorithm and DTW comparison method.

İstanbul, Türkiye

Strategy, Organization and Process Management- Evaluating the primary criteria for customer segmentation and automating thesystem to ensure personalized service according to the bank's service model.- Assessing data analysis needs and conducting relevant analyses aligned with thebank's objectives.- Proactively analyzing data from institutions such as IMF, World Bank, BanksAssociation of Turkey, and the Ministry of Industry and Technology, andcollaborating with business units to create strategic action plans.- Designing visual aids to track key performance indicators and ensuring they aremonitored regularly and meet the bank's targets.- Keeping up-to-date on the latest advancements in digital banking, financialtechnology, and AI to produce informative presentations for seniormanagement.

Metu Mathematics

Ankara, Turkey

Para Politikaları Genel Müdürlüğü

Master Of Science, Büyük Veri Ve İş Analitiği, 3.88

Thesis Topic: Overcoming Payment Behavior Challenges: Classifying BNPL Users with Machine Learning

Bachelor'S Degree, Mathematics, 3.04