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Istanbul, Turkey

Amsterdam, Nl

Istanbul, Tr

- Specialized in credit risk scoring models (Behavioral, Retail Collection, SMEs, to name a few), focusing on monitoring and resolving discrepancies in performance and data quality between development and performance periods. Employed data-driven strategies to prevent model performance deterioration.- Colloborated with cross-functional teams to develop and implement advanced risk analytics models and tools.

İstanbul, Tr

- Building, maintaining and automating statistical models while also developing machine learning solutions.- Collaborating with marketers, product owners and other stakeholders for automating tourism reports to be delivered to business stakeholders, using a mixed blend of skills including SQL, Python, and R (specifically, Rmarkdown), Apache Spark, Apache Airflow, and Google BigQuery.- Utilized Plotly, Dash, Bokeh, and Highcharts to develop interactive data visualization applications, enhancing existing internal reports and enabling real-time information display through clickable charts.- Extensive experience in leveraging geospatial libraries and tools, including geopandas, folium, geojson (Python) and sf, raster, ggplot (R).

Kaiserslautern, Rheinland-Pfalz, De

- Completed full-time internship and worked as a part-time ML researcher- Performed data cleaning and data preparation to support high-quality data and catch errors before processing using PyData stack.- Worked extensively on time series data structures- Developed Anomaly Detection algorithm based on Autoencoder and LSTM in Python to detect abnormal energy consumption values

Master'S Degree, Computational Linguistics

Computational Linguistics & Data Science

Bachelor'S Degree, Psychology