Developed a product that summarizes provided voice input using JavaScript and API.
Added a module to an existing product that allows the user to read sent HTTP data in a web interface, facilitating real-time data analysis and visualization.
Gained valuable information regarding agile software development practices by actively participating in both daily and weekly meetings.
Developed a project to predict occupations from Turkish tweets under the supervision of Prof. Banu Diri.
Applied machine learning, deep learning, and natural language processing techniques to analyze and classify Twitter data.
The project has been accepted for publication in the Dokuz Eylul University Faculty of Engineering Journal of Science and Engineering (DEU FMD), co-authored by T. Izdas, H. Iskifoglu, and B. Diri.
Awards & Honors
STAR Intern Researcher Scholarship
Jul 2024 |TÜBİTAK (Scientific and Technological Research Council of Türkiye)
Awarded a scholarship as a research intern in the project titled “New Approaches for Text Representation and Text Generation with Neural Language Models” conducted by Prof. Mehmet Fatih Amasyalı at Yıldız Technical University Computer Engineering Department.
Accomplishments
National Science Olympiads in Computer Science
May 2019 |TÜBİTAK (Scientific and Technological Research Council of Türkiye)
Ranked 55th out of 600 students in the National Science Olympiads in Computer Science.
Coursework
Big Data Processing and Analytics
Gained hands-on experience with distributed systems, large-scale data processing, and recommender systems.
Completed a project that evaluated the performance of Apache Hadoop in processing large datasets by applying various statistical functions.
Artificial Intelligence
Studied fundamental AI concepts, including search algorithms, optimization methods, gradient descent, and stochastic processes.
Implemented various projects using Genetic Algorithms and Q-Learning techniques to solve complex problems and enhance decision-making in AI systems.
Image Processing
Explored core image processing techniques such as filtering, segmentation, and edge detection.
Implemented algorithms for image recognition, classification, and enhancement, and engaged in various related projects.