about
Worked across data science, business intelligence and AI: building enterprise data warehouses from zero, leading analytics teams, and delivering machine learning models used at national scale.
highlights
- National credit score for 60M+ citizens — led the data science team behind the KKB Findeks score, used by 70 banks across Türkiye.
- Vodafone World Technology Award — data monetization award for dealer credit & fraud risk, across 30 Vodafone countries.
- Patent — the world's first telco dealer credit risk machine learning model, reducing false positives in risk models.
- Data science instructor — 60-hour Python & R lecture programs at Turk Telekom Academy, Vodafone Red Academy and the Credit Bureau of Turkey.
- Enterprise DWH from zero — designed and scaled Afiniti's end-to-end data warehouse, BI and data governance ecosystem.
career
Afiniti
Own the DWH, BI, data quality and data governance domains. Built the enterprise data warehouse from the ground up; delivered solutions across finance, revenue, HR and sales; built open-source LLM services.
Credit Bureau of Turkey (KKB)
Created the first open source, no-cost machine-learning Findeks citizenship score in the bureau's history — used by 70 banks and 60M+ banking customers.
Vodafone
Built financial risk data science models; innovated and patented the world's first telco dealer risk model.
Turk Telekom
Led the analytics team designing and implementing ML risk scorecards — applicational and behavioral models, credit bureau integration.
education
- Boğaziçi University — MSc, Finance Engineering
- Yeditepe University — BA, Business Administration (full national scholarship)