At Industrial Application Software, I built a data migration framework for transferring data from relational and NoSQL sources into a graph database. I also designed a GraphRAG architecture for knowledge retrieval and natural-language question answering.
I implemented and evaluated RAG strategies that select a retrieval approach based on query type. At StartupHeroes, I developed backend services with Java, Spring Boot, MySQL, and Redis.
For my Courier Tracking System project, I built a backend that detects store entrances within a 100 m radius and uses Redis to limit repeated events. I containerized the application with Docker Compose, including a Google Maps-integrated admin dashboard.
At Kocaeli University’s Image Processing Lab, I generated synthetic data and trained and evaluated LLM and NLP models for Turkish irony detection; the manuscript is in preparation. I also built Auto Graph RAG, an ETL pipeline that converts relational databases into a Neo4j knowledge graph and uses Gemini API for multi-hop question answering.
