At Trendyol, I built machine-learning data pipelines covering preprocessing, feature engineering, and model training. I’ve also applied AI in research and teaching at Vrije Universiteit Amsterdam.
At Vrije Universiteit Amsterdam, I researched manipulation in LLM-based AI coaching systems, reviewing techniques, regulations, and proposed safeguards. I also taught Socially Intelligent Robotics and Data Mining Techniques, helping students apply AI methods and understand technical concepts.
In my ongoing personal projects, I’m building a document assistant that retrieves and cites relevant sources. Its LangGraph agents can search documents, run SQL lookups, and check whether answers are supported by sources.
I’m also developing an email workflow that sends requests to the assistant through a FastAPI endpoint and returns drafts for human approval. I log prompts, responses, sources, and token costs, and test answer quality as the system changes.
