hi, i’m yağmur — software engineer building intelligent systems ✨

i’m a software engineer with a background in computer science & engineering and about to finish my master’s in software engineering, currently focusing on:

• 🧠 LLM & RAG systems
• 🗂️ vector databases & embedding pipelines
• 🏗️ production-grade AI data architectures
• ☁️ azure-based data & ML infrastructure
• 📊 scalable data engineering workflows

i design systems that sit between raw data and intelligence — building modular pipelines that enrich, classify, and structure information using modern AI.

🟣 AI enrichment platform for retail data

a modular, production-ready system integrated into an azure bronze → silver architecture, including:

• gs1 taxonomy classification using RAG + FAISS
• llm-based department enrichment
• database + document vectorization pipelines
• idempotent batch processing & resume logic
• token tracking & logging for cost monitoring

🟢 unified vectorization engine

a system that vectorizes:

• structured databases
• document corpora with configurable embedding modes for retrieval & classification workflows.

currently shaping my master’s thesis around:

• retrieval-augmented generation
• semantic classification systems
• vector-based product intelligence
• architecture design for AI enrichment pipelines

🎓 master’s in software engineering
free university of bozen-bolzano

💻 bachelor’s in computer science & engineering
yıldız technical university

python • pandas • azure openai • faiss • sql
react • docker • container apps • rest apis
vector databases • rag pipelines • data orchestration