Istanbul, Istanbul, Türkiye
Developing Base User Model which predicts customers’ loyalty after first order for GLocals. Developing Propensity Models for GMore and GLocals which predicts customers’ tendency of domain or category in next specified days. Developing Merchant Ranking Model which predicts ratings of shops given by customers who ordered. Developing SmartSorting project which shows personalized shop lists for each customer based on their order habits and behaviors.
Developing IFRS9 Regulatory Model which predicts Loss Given Default (LGD)
Regular Credit Risk Model Monitoring using Gini (ROC), PSI,IV,WoE metrics. Developing Backtesting structure for IFRS9 Parameters by using Hypothesis Testing and Monte Carlo Simulation.
Preparing roundly forecast reports which includes predictions of loan, deposit, fee amounts by monthly,quarterly, yearly periods. Predict hedge funds by using prospective macroeconomic indicators such as inflation rate, GDP, currency rate.
As a member of the Internal Audit team, I took responsibility for the branch audit process by controlling daily banking transactions to detect fraud ones, compliance with the legislation and financial controls of individual and commercial loans. I took part in the commercial loan monitoring audit team that analyzes the reasons for loan installment delays over a certain amount and the financial analysis of companies using loans.