Open models. Measurable systems.
Turkish intelligence,
engineered in the open.
I build retrieval, language, speech, document AI, edge vision, and defensive security systems—then publish the models, data, benchmarks, and demos needed to reproduce them.
Selected systems
From research artifact to usable product.
01
DÜŞÜNEN Retrieval
Compact Turkish embeddings, hard-negative training, Matryoshka representations, reranking, and evaluation.
Explore Rota 270M → 02Werea Turkish NLP
Production-oriented restoration, classification, QA, summarization, NER, and language understanding models.
Explore TextRestore → 03Security AI
Defensive assistants, SOC workflows, endpoint security interfaces, and bilingual incident-analysis systems.
Explore NanoSOC →Public catalog