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iremozbn/README.md

Güner İrem Özben

Data Scientist & AI Developer

Krakow, Poland | Available Immediately for Full-Time Roles (Umowa o pracę)

An analytical and production-oriented Computer Engineer (BSc) and Computer & Data Science (MSc) graduate. Experienced in building automated data pipelines, architecting GenAI/RAG solutions, and optimizing deep learning models for resource-constrained edge hardware (Edge AI).

🛠️ Technical Ecosystem

  • Languages & Core: Python 3 (Advanced), SQL, C#, Bash
  • Data Science & AI: Pandas, NumPy, Scikit-learn, PyTorch, TensorFlow Lite, LangChain, HuggingFace
  • Data Engineering & Cloud: ETL Pipelines, PostgreSQL, AWS (Certified), GCP, Azure Fundamentals
  • Backend & MLOps: FastAPI, REST APIs, Docker, Git, Unit Testing (TDD), Linux

🚀 Key Production Repositories

  • Plant Master: MSc Thesis Project. 100% offline-first Edge AI vision app running optimized EfficientNet-B4 via TFLite on mobile devices.
  • GenAI Shopping Assistant: E2E recommendation system using FastAPI, LangChain, and vector similarity search.

Pinned Loading

  1. Plant_Master_Edge_AI Plant_Master_Edge_AI Public

    An offline-first Edge AI mobile application running an optimized EfficientNet-B4 pipeline via TensorFlow Lite for sub-second, on-device plant species identification and disease diagnosis.

    Jupyter Notebook

  2. genai-shopping-assistant genai-shopping-assistant Public

    A shopping assistant chatbot project powered by Gemini API integration. It can analyze product features and provide personalized recommendations to users.

    PowerShell

  3. automated-data-mining-pipeline automated-data-mining-pipeline Public

    Forked from b1zarree/Data-Mining-Team-Project

    A modular data mining and ETL pipeline featuring automated web scraping, automated product price tracking, news headline text analytics, and structured data visualization using Python and Pandas.

    Jupyter Notebook

  4. market-analytics-and-eda-benchmarks market-analytics-and-eda-benchmarks Public

    A comprehensive statistical data visualization and Exploratory Data Analysis (EDA) repository, featuring comparative evaluations on standard academic benchmarks (Iris, Heart Disease) alongside real…

    Jupyter Notebook

  5. NLP_Code_Classifier_With_Turkish NLP_Code_Classifier_With_Turkish Public

    An end-to-end NLP text classification pipeline featuring custom text preprocessing, tokenization, and word embeddings (Word2Vec) for scalable data analysis.

    Jupyter Notebook