Sisli, Istanbul, Türkiye
I am a software development specialist with a strong passion for Machine Learning and Deep Learning who has experience for 6 years. I have been using Python, Java, and C++ programming languages. I have been working on various professional business areas such as service application development, face recognition, anomaly detection, QoE analysis of Youtube/Netflix videos, and distributed systems. I also worked on medical image analysis in my master's degree at Istanbul Technical University. I am enthusiastic about sports and hobbies like basketball, tennis, pool billiards, darts, and guitar. Main interested fields: Software Development (Python, Java, C++) Deep Learning / Machine Learning / Computer Vision Data Science Distributed Systems (Hadoop Eco. / Kafka) Keywords: deep learning, machine learning, computer vision, image processing, data scientist, python, java, C++, git, tensorflow, pytorch, keras, sql, hadoop, spark, kafka, docker
• Working in Big Data Processing & Analytics Team on telecommunication network systems. • Creating a full ML lifecycle of the Youtube Quality of Experience Analysis project. (gathering, labeling, cleaning data, training the models, production deployment) • Anomaly detection on time series data. • Developing network flow data correlation system and the decision algorithm system for the Netflix Quality of Experience Analysis project. • Developing Java applications that mainly analyze the data from communication network services. (SpringBoot, Kafka, Hadoop Ecosystem)
• Working on face recognition systems. • Researching on computer vision tasks mainly on face detection, face recognition, and facial expression detection. • Building deep learning models with Python and TensorFlow. • Developing server/client applications, algorithms, and communication structures using C++ and QT.
• Worked on digital signal processing projects and face recognition systems.