TurkishLegalBench
2026 — A comprehensive multi-task benchmark suite for Turkish Legal NLP, including a research dataset and evaluation code.
CODATA / UNESCO DPTC Survey Analysis
2026 — Contributed on the analysis side of the Data Policy Committee work on data policies for times of crisis. Reviewed 146 survey responses quantitatively and qualitatively and analysed open-ended responses concerning crisis data governance, training, common standards and researcher–practitioner collaboration.
İctiHub — AI-Powered Legal Technology Platform
LLM and Data Science Advisor, 2026
- Advised on legal dataset construction, large language model development and evaluation.
- Worked on vector-based information retrieval and retrieval-augmented generation architectures.
- Platform capabilities include semantic case-law retrieval, legal document summarisation and analysis, AI-assisted petition and contract drafting, and integrated legal workflow management.
GSIGN Patent Application Management System — TÜRKSAT
Researcher, 2024–2025
Contributed to a patent application management platform using Next.js and Spring Boot microservices, including AI-based likelihood assessment and blockchain-backed immutable logging.