I diagnose why a model fails: data quality, architecture choice, or evaluation system? I manage end-to-end Turkish LLM workflows: synthetic data engineering, LoRA/DPO fine-tuning, metric-based evaluation and on-prem deployment. Active experience with Hugging Face, Unsloth, Qwen and Gemma families.
See projects →I analyze where raw data breaks down. I build JSONL training sets and quality control pipelines with Python and Pandas; design dashboards with GA4 and Looker Studio that make current state visible. Analytics infrastructure is a prerequisite for meaningful model development.
See my projects →I automate repetitive workflows with n8n and build accessible, fast websites and tools with HTML/CSS/JS and Next.js. This portfolio site included — I prefer to build the tools that produce the output myself.
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