barisdurak.com

generative ai / llm systems

LLM systems, retrieval, and reliable AI tools.

I am a Generative AI Engineer at Nokia, working on LLM assistants, RAG pipelines, information retrieval workflows, and AI-powered internal tools.

systems profile

Ahmet Barış Emre Durak

I like building AI systems that are useful after the demo: retrievable, observable, and steady enough for real workflows.

current Generative AI Engineer at Nokia
systems LLM assistants, RAG pipelines
retrieval chunking, indexing, search quality
runtime Flask, Kubernetes, Qdrant
LLM systems
retrieval-augmented generation
agentic workflows
information retrieval
reliable AI tools

notes

Latest Notes

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Notes on Reliable RAG Systems

A short placeholder note for future writing about retrieval quality, latency, and LLM assistants.

Super-Resolution for Digital Elevation Model Data

A graduation project on enhancing DEM resolution with SRGAN and ESRGAN, using terrain data from Turkiye and Austria.