Over 2 years of professional data science and software development experience involving Machine Learning, Task Automation, Decision Support System development, Data Engineering and Database Management.

Work Experience

  • Aug 2022 - Present

    • Built predictive early warning system using ML for errors in ETL processes.

    • Conducted analysis and built an ML model on Mobile App data for customer profiling and personalization.

    • Took part in the development of a predictive machine learning model for customer churn.

    • Took part in the development of a golden offer system to suggest which products should be suggested to which corporate clients.

    • Conducted database management using TOAD and MLOps using SAS Viya

    • Participated in many educational programs including fundamental banking, corporate finance, banking regulation, financial markets, and more.

  • Nov 2021 - Jun 2022

    • As part of a collaboration between FNSS Defense Systems and Bilkent University, developed a decision support system for configuration change management using Python and VBA.

    • Handled Communications between the project team and the company.

    • Designed the back-end of the system using Python.

  • Jun 2021 - Aug 2021

    • Built tax-return optimization programs using Python.

    • Built an accounting task automation system using Alteryx.