🇨🇿 Česká verze

🚀 QA & AI Testing | Prompt Engineering | AI-Powered Mentoring | NLP Evaluation

"I believe the best learning comes when I'm doing something I enjoy. IT and AI interest me, motivate me and give me purpose - that's why I pursue them and naturally thrive in them."

🎯 I see IT as an opportunity for meaningful work that fulfills me. I am actively learning in QA and AI testing, exploring ways to connect them with practical applications.

I am currently developing my knowledge in several key areas:

• Preparing for ISTQB CTFL certification
• Deepening experience in AI testing and model evaluation
• Experimenting with advanced prompt engineering techniques
• Gradually expanding my technical foundation (Python, SQL)

🔗 GitHub repo

• A collection of tools for efficient prompt testing and optimization
• Evaluation and refinement of prompts for different AI models
• Experiments with robustness and bias detection
• Testing various AI models and text generation approaches

AI Templates helped me gain a deeper understanding of prompt engineering and AI model evaluation. This naturally led to the further development of the concept in the ELEVATE project.

🔗 GitHub repo

• Personalized educational framework
• Planned implementation in Python

CustomGPT ELEVATE combines experiences from AI Templates with the vision of personalized education through AI.

• Prompt Engineering (Intermediate – example optimization, iterative improvement)
• AI Model Evaluation (bias detection & robustness testing)
• NLP Experiments (basic work with language models)

• Certified Junior Tester (Engeto) - 100 hours
  • SDLC, testing, Python basics
  • Git, Playwright, practical projects
• Cybersecurity (ITnetwork) - 70 hours
  • Cryptography, risk analysis, security

✅ Short-Term Goals:

• ISTQB certification
• Gradually learning Python and SQL in the context of QA and AI testing
• Exploring NLP models for AI evaluation

✅ Mid-Term Goals:

• Working with DSPy and AI orchestration
• Transformer models and their fine-tuning
• Deepening knowledge in AI model evaluation

✅ Long-Term Goals:

• Advanced NLP techniques for AI testing
• Implementation of complex AI systems
• Integration of AI orchestration into mentoring

"This plan is indicative and will adapt based on experience and priorities."

My path is heading in two main directions:

Based on my own learning experience, I know how AI can personalize education and tailor content to each student’s individual needs.

• Adaptive educational systems
• Personalized mentoring using AI
• Practical application of NLP in education

With experience in the manufacturing environment, I have a unique perspective on how AI can help in industrial applications.

• Process automation and quality control
• Predictive maintenance and data analysis
• Optimization of manufacturing processes

🔗 GitHub: github.com/painter99
🔗 LinkedIn: Pavel Mareš

💬 Open to collaboration in AI testing, QA, and prompt engineering!

Last updated: Q1 2025
This profile continuously evolves according to my professional growth and current interests.