---
title: Göktuğ Düşünen · Turkish AI Model Lab
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short_description: Open Turkish AI models, benchmarks and live demos.
---

# Göktuğ Düşünen · Turkish AI Model Lab

A hand-built portfolio for my work across Turkish OCR, speech recognition, text
restoration, retrieval, security copilots, reproducible evaluation and efficient
inference.

## Focus

- Model training and parameter-efficient fine-tuning
- Turkish OCR, ASR and text restoration
- Dataset preparation and evaluation
- Hard-negative mining and reranking
- Multi-domain retrieval benchmarks
- Evidence-grounded SOC assistants and model-security controls
- Fast, practical inference
- Reproducible open-source experimentation

Visit the live Space for the full portfolio.