Görkem Yılmaz Email & Phone Number

Istanbul, Turkey

İstanbul, Türkiye

- Built short and long-term forecasting models using seasonality and deep learning models, facilitating swift and precise decision-making.- Optimized segmentation pipelines to deliver more accurate results with reduced runtime.- Authored detailed restaurant profiling reports for both internal and external stakeholders, offering key insights for strategic planning.- All responsibilities were executed on the Azure ecosystem including Azure ML.- Leveraged extensive big data analysis across TFI’s network of nearly 3,000 restaurants, including flagship brands like Burger King (TR+CH), Arby’s, Popeyes, Subway, and Sbarro.

Istanbul, Turkey

Project name:Multiple Object Detection and Tracking in Unmanned Aerial Vehicles:- Adapted state-of-the-art object detection and tracking models to dataset- Organized dataset for each models needs- Lead literature research- Coordinate other fellows in deep learning part- Worked on custom build Ubuntu server

Istanbul, Turkey

- Worked with medical time series data- Worked on rapid COVID-19 classification project- Applied ML-based methods to medical data- Created dataset from raw data

Vitoria-Gasteiz, Basque Country, Spain

- Lead literature research- Worked on development of industrial AutoML solutions- Helped to develop computer vision based industrial quality control algorithms- Collected open source datasets for CNN models- Worked with NVIDIA Jetson Nano Device- Also contributed to benchmarking and creating new products' outlines.