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elifyagmurduran/README.md

welcome ☄️

about me 🌙

i’m a software engineer with a background in computer science & engineering, currently focusing on:

  • machine learning & deep learning
  • data engineering & scalable ML pipelines
  • LLM / RAG systems
  • intelligent & data-driven applications

i enjoy building systems that bring together data, creativity, and intelligence — from llm-powered tools to interactive analytical platforms.

🌑 currently working on

🟣 1. RAG / LLM-based Classification System
building a retrieval-augmented pipeline using vector databases (Chroma), document & db vectorization modes, and scalable components for classification and knowledge retrieval.

🟢 2. large-scale full-stack system
developing a full product with separate mobile + web frontends (React.js) and a Python backend, following clean architecture, modular design principles, and maintainability best practices.

🔵 3. universal vectorization engine
a system that vectorizes both databases and documents, using Chroma with mode selection, enabling unified embeddings for RAG and search pipelines.

education 🔮

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

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

stats 🧹

📊 github stats

github stats top languages

📈 activity graph

find me here 🕯️

LinkedIn Gmail

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  1. classifier-pipeline-thesis-project classifier-pipeline-thesis-project Public

    Minimal Python pipeline for semi-automated product/category classification using data export, preprocessing, and iterative classification with Azure OpenAI. Goals: export sample data, derive a targ…

    Python

  2. calendar_application_for_gcal_outlook_sync calendar_application_for_gcal_outlook_sync Public

    This is the repository of my graduation thesis project. A full stack calendar web application aimed to sync data pulled from GCal and Outlook, using APIs, React framework and microservice architect…

    JavaScript

  3. doc-db-vectorizer doc-db-vectorizer Public

    Python

  4. data-structures-and-algorithmic-analysis_course_problems data-structures-and-algorithmic-analysis_course_problems Public

    Problems solved in Data Structures and Algorithm Analysis course. All code is written in C, with additional function testing programs in every project.

    C

  5. docker-and-bash_scripting-journey docker-and-bash_scripting-journey Public

    intro to bash scripting, with exercises. for an assignment.

    Shell

  6. spatio_temporal_databases_research_project spatio_temporal_databases_research_project Public

    Research project on spatio temporal database systems, using PostgreSQL, PostGIS and QGIS.

    SQL