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Sermineldek/README.md

Şermin Eldek

AI & QA Engineer | ISO/IEC 42001 Lead Auditor | LLM & ML Testing Specialist | Building Trustworthy AI Systems
🔬 Bridging AI Innovation with Software Quality Excellence


🧩 Profile Summary

I am a dual-focused professional with expertise in both Artificial Intelligence development and Software Quality Assurance. My work lies at the intersection of intelligent systems and robust testing architectures. I design AI-powered tools, develop machine learning solutions, and build test automation frameworks to accelerate innovation and ensure high-quality software delivery.


🧠 Core Competencies

  • 🤖 Machine Learning & AI Model Development
  • 🔍 AI-Augmented Software Testing
  • 🧪 Test Automation (Web, API, Mobile)
  • 📊 Data Analysis & Visualization
  • 🔐 Performance & Security Testing
  • 🔄 CI/CD Integration, TestOps Strategy

💼 Featured Projects

🔬 Artificial Intelligence Projects

Project Description Tech Stack
AI-Essay-Evaluator NLP-powered tool to evaluate essay structure and tone Python, scikit-learn, NLTK
EmotionDetector Real-time emotion classification using text input Python, Transformers, Hugging Face
AI-Library-Recommender ML model recommending books based on reading behavior Pandas, scikit-learn, Flask
CV-Personality-Matcher AI assistant matching CVs with soft-skill patterns Python, OpenAI API

🧪 QA & Test Automation Projects

Project Description Tech Stack
AI-Test-Automation-Framework Hybrid test suite with AI-enhanced decision layers Python, Selenium, ML
SmartAPI Test Suite Advanced API testing with dynamic validations Postman, JavaScript
LoadMetrics Tracker Load test visualization dashboards JMeter, Grafana
Mobile QA Kit Cross-platform mobile test automation Appium, Android Emulator

🔐 Some enterprise projects are private. Demos or documentation samples available on request.


✍️ Publications

📝 Medium Blog – AI x QA & Testing
📚 Featured Topics:

  • “AI in Test Case Prioritization”
  • “How I Used NLP to Test Form Validations Smarter”
  • “Developing a Responsible AI Mindset in QA Culture”

🎙️ Talks & Teaching

I give guest lectures and design educational programs on:

  • AI for Beginners – with Python
  • AI Applications in QA
  • Test Automation Bootcamps for QA Engineers

✏️ If you'd like to collaborate, invite me to speak, or join a project — feel free to reach out!


🤝 Let’s Connect


“AI brings intelligence; QA ensures trust. I work where they meet.”

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  1. 12-factor-agents 12-factor-agents Public

    Forked from humanlayer/12-factor-agents

    What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

    TypeScript 2

  2. AdvancedRAG AdvancedRAG Public

    Forked from atilsamancioglu/AdvancedRAG

    Python

  3. best-of-ml-python best-of-ml-python Public

    Forked from lukasmasuch/best-of-ml-python

    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  4. com.trendLifeBuyProject com.trendLifeBuyProject Public

    Forked from celikesra4623/com.trendLifeBuyProject

    Java

  5. GenAI_Agents GenAI_Agents Public

    Forked from NirDiamant/GenAI_Agents

    This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

    Jupyter Notebook

  6. public-apis public-apis Public

    Forked from public-apis/public-apis

    A collective list of free APIs

    Python