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Achievements

Achievement: Pull SharkAchievement: Quickdraw

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Achievement: Pull SharkAchievement: Quickdraw

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BetulBNY/README.md

💫 About Me

Hi 👋 I'm Betül Nur Yıldırım, a Data Scientist and Applied AI Engineer focused on building intelligent, data-driven applications.

🎯 Career Goal:
To develop and deploy machine learning and AI systems that transform data into actionable insights and real-world products.

🛠 Technical Skills

  • AI & Machine Learning: Machine Learning, Deep Learning, Computer Vision, NLP, Exploratory Data Analysis (EDA), Feature Engineering, TensorFlow, Scikit-learn, OpenCV

  • LLM & Generative AI: LangChain, Prompt Engineering, RAG, Vector Databases (FAISS, ChromaDB)

  • Programming & Frameworks: Python, SQL, FastAPI, Flask, Java (Spring Boot), JavaScript, Node.js

  • Cloud & DevOps: Docker, AWS (EC2, S3), GitHub/GitLab CI/CD

  • Databases & Data Processing: PostgreSQL, MySQL, MongoDB, Data Modeling, Basic Data Transformation, PySpark (Basics)

🏆 Achievements & Education

  • 🎓 B.Sc. in Software Engineering (Istanbul Aydın University) — GPA: 3.62/4.00 (Ranked 3rd in Department)
  • 🌍 B.Sc. in Computer Science (John von Neumann University) — GPA: 4.00/4.00
  • 📍 Teknofest International UAV Competition — 3rd out of 29 finalist teams (Address Solution)
  • 📍 Teknofest Hackathon — 11th out of 255 teams (Address Solution)

🌐 Connect With Me

📊 GitHub Stats

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  1. InsightRAG-Hybrid-NLP-RAG-Based-Customer-Intelligence-System InsightRAG-Hybrid-NLP-RAG-Based-Customer-Intelligence-System Public

    Hybrid NLP and RAG-based system that analyzes customer feedback, detects sentiment-rating anomalies, and generates actionable business insights using LLMs.

    Jupyter Notebook

  2. Flora-Agent Flora-Agent Public

    FloraAgent is an intelligent conversational AI agent built with LangChain and Google's Gemini AI that helps users order flowers, get recommendations, and find florists.

    Python

  3. LLM-Projects LLM-Projects Public

    Jupyter Notebook

  4. skin_cancer_multimodal skin_cancer_multimodal Public

    An AI-powered web application for analyzing skin lesions using deep learning. This multimodal model combines image analysis with patient metadata to predict whether a skin lesion is benign or malig…

    Python

  5. ecommerce-data-lakehouse ecommerce-data-lakehouse Public

    A Modern Data Platform implementing Medallion Architecture (Bronze, Silver, Gold) within a PostgreSQL-based Data Warehouse environments

    Python

  6. Deep-Learning-Projects Deep-Learning-Projects Public

    My deep learning projects, CNN, RNN

    Jupyter Notebook