What I'm doing right now.
A /now page — last updated .
Working on
- Senior AI Engineer at Etiya — code-generation LoRA fine-tuning, multi-tenant NER, the agentic-AI platform on LangGraph + CrewAI, and an enterprise RAG pipeline over 500K+ documents.
- A guardrail system layered over the agentic platform — PII detection, SHAP explainability, and a React / FastAPI / PostgreSQL monitoring app on top.
Studying
- MSc in Computer Engineering at Ankara University (started Feb 2026).
- Agentic AI patterns — ReAct, Plan-and-Execute, multi-agent orchestration (researcher / analyst / writer / critic), and tool use across LangGraph and CrewAI.
- Recursive Language Models (RLMs) — how recursive calls into LLMs compose, where they help, and where they hit limits.
- AI coding assistants — code-generation fine-tuning, repo-aware completion, and agentic code-review patterns.
- Object / information extraction — schema-constrained LLM outputs, document-to-structured-data pipelines, and the path from NER toward fuller information extraction.
Writing
- Notes from production: see the latest at /blog/. Slowly.
Reading
- Recent papers on KANs, RAG evaluation (RAGAS), and multi-agent collaboration patterns.
- Currently re-reading something old, probably.
Living
- Based in Ankara, Türkiye.
- Off-hours: swimming, basketball, chess puzzles, and contributing to open source when the schedule allows.