Sevgi Sumru Derya Email & Phone Number

Istanbul, Turkey

Responsible for developing a matchmaking algorithm for a platform that connects individuals with projects. Conducted extensive research and development in areas such as text representation, vectorization, and information retrieval (including models like VSM, GloVe, FastText, Word2Vec, BERT, and OpenAI Embeddings), as well as neural networks, data grouping, and decision-making models like the Analytic Hierarchy Process (AHP). All models were developed using Python.Engaged in research on AI-based technologies, focusing on the integration of AI-driven solutions for chatbots and AI-based design services, exploring innovative applications to enhance platform capabilities.Involved in the full project management lifecycle, including defining tasks and tracking progress across the front-end, back-end, and design aspects. Conducted competitor analysis to identify gaps and advancements in both technical implementation and design, ensuring our platform stayed competitive and innovative.Performed comprehensive UI testing to ensure the functionality and usability of all platform features, including checking interface elements, buttons, and workflows to ensure everything worked as expected.