Data Scientist
Current- Participating in the Aegean Region fire forecasting project carried out jointly with the General Directorate of Forestry by generating meaningful data using geospatial data, trying artificial data generation methods.
- Building credit risk model from scratch for Ziraat Bank POC.
- Contributed to a demand forecasting project for TAT.
- Rewriting the code in PySpark to make existing projects work on Sagemaker and Glue and making them triggerable with Lambda. Managing ECR and S3 containers.
- Experimenting with feature engineering (selection and creation) using SHAP values for improving the explainability of models.