Machine Learning Engineer
Current• Developed quality assessment model for X-ray analysis• Optimized model hyperparameters• Streamlined the diagnostic process by integrating models for inference.• Devised models for mammogram analysis using patches, resulting in improvement of malignant calcification and mass detection compared to single image approaches.• Developed multiclass models for cancer detection.• Integrated mass and calcification detection results into multiclass cancer detection models, further boosting overall accuracy.• Developed cancer classification models that won the Teknofest Sağlıkta Yapay Zeka competition as team Curiosity.• Currently developing pipeline of 3D CNN for nodule detection on CT images
Sep 2022 - Present
