Used SIFT detectors to recognize unique patterns on the floor tiles of Istanbul Airport. Built a visual positioning system by making use of the unique tile patterns. Researched driver distraction detection models.

Developed forecasting models to predict cash flow in ATM’s using ARIMA and Facebook Prophet. Applied feature engineering to time series data to implement machine learning models as random forests and gradient boosting. Compared the results between time series models and machine learning models.