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
- 🔗 Linktree – All My Platforms
- 📩 Email: sermineldk@gmail.com
“AI brings intelligence; QA ensures trust. I work where they meet.”