Berat Berat Erol Çelik
Berat

Berat Erol Çelik

人工智能与软件工程师
TR | EN
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Airline Passenger Satisfaction Prediction

End-to-End ML Classification Pipeline

AI / ML

An end-to-end machine learning pipeline to predict airline passenger satisfaction. Implementing data preprocessing, feature engineering, and classification models to identify key drivers of customer experience.

Tech Stack

Python Scikit-learn Machine Learning Classification Data Science

What I Learned

Identifying the key drivers of customer satisfaction from a high-dimensional feature set required iterative feature selection and careful model interpretability analysis.

Info

Category AI / ML
Year 2025