Istanbul, Türkiye
Data Scientist with a background in Mathematics and Biomedical Engineering, experienced in applying machine learning and data analytics to real-world challenges—from manufacturing quality control to brain signal analysis. I’ve contributed to Horizon 2020 EU projects, where I worked on AI-driven solutions for sustainable manufacturing and smart systems. In these roles, I combined data science methods with domain-specific expertise to extract actionable insights, develop predictive models, and support digital transformation strategies. Passionate about creating data-driven, intelligent systems that have real impact. I am actively seeking data science opportunities in AI, healthcare, manufacturing, or sustainability domains. 🔧 Skills: Python, Pandas, Scikit-learn, SQL, Data Visualization, ML, Signal Processing 🎯 Focus Areas: Manufacturing Analytics, Predictive Modeling, Biomedical Data, AI for Sustainability Github Page: https://github.com/sevdebayrak94
I was awarded with full paid scholarship for this summer school in which different core mathematical courses such as linear algebra, convex geometry, optimization and graph theory, together with the software used in these research fields was highlighted.Topics from various areas of pure and applied mathematics have shown to be of use in data analysis.
I worked in the Neurosignal Analysis Laboratory as a graduate student. In this work,one of the brain imagined techniques called EEG dataset, motor and emotion dataset were used. Signal processing techniques were synchronized with graph signal processing techniques and machine learning algorithms.
In this laboratory, I worked Archimedean and Platon solids. Their differences and similarities togehter with graph coloring problems on these objects worked.
TUBITAK is the Scientific and Technological Research Institution of Turkey. I was accepted for Cryptology Summer School with full paid scholarship. Topics from various cypher techniques and their application bacground was highlighted.
I joined the mathematical analysis summer school with full paid scholarship. In this summer school, I learned advanced limit and integral analysissubjects and some theorem with their intellectual proofs.