🔹 Worked in an agile environment as a member of the Advanced Analytics Squad, contributing to 3 major projects.🔹 Classified the policy renewals for light commercial vehicles using techniques such as LightGBM and Optuna, achieving a ROC-AUC score of 0.85.🔹 Developed a data drift project to monitor the stability of machine learning models utilized in pricing by applying statistical tests, and created a dashboard using Streamlit🔹 Classified the 1700+ features of vehicles into… Show more 🔹 Worked in an agile environment as a member of the Advanced Analytics Squad, contributing to 3 major projects.🔹 Classified the policy renewals for light commercial vehicles using techniques such as LightGBM and Optuna, achieving a ROC-AUC score of 0.85.🔹 Developed a data drift project to monitor the stability of machine learning models utilized in pricing by applying statistical tests, and created a dashboard using Streamlit🔹 Classified the 1700+ features of vehicles into accident-preventive and non-accident-preventive categories using technologies such as NLP, Tokenization and Logistic Regression. Show less

🔹Conducted a research project examining the effects of climate change on actuarial science, and developed solutions for the application of the project to Anadolu Sigorta and Turkey.🔹Gained an introduction to the insurance sector through a component from Anadolu Sigorta, gaining in-depth knowledge of various insurance products.🔹Under the guidance of my mentor, calculated loss ratios and actively participated in casualty analysis and related projects.