On a TÜBİTAK-funded GIS project at Karabük University, I developed backend infrastructure and contributed API microservices for an application supporting eco-aware transportation planning. I architected its PostgreSQL schema, optimized queries, and managed the Docker deployment lifecycle through production updates.
I also built Python geoprocessing pipelines and explored offline LLMs with Ollama and a private RAG pipeline in AnythingLLM. As second author of a project paper on Eco-Mode, I contributed to research on eco-routing evaluated across 20 routes.
