AI Evaluation
& Quality Assurance
15+ years testing complex systems across telecoms, banking, and consulting. Today I specialise in evaluating the quality, safety, and accuracy of AI and LLM systems at PwC.
About
Precision built on engineering
I hold an engineering degree in Wireless Communication from the Czech Technical University in Prague. My career has always revolved around a single question: “Does this actually work the way it should?”
Today, I ask that question of AI systems. At PwC I lead quality evaluation of AI models — testing reliability, response correctness, edge cases, bias patterns, and safety properties of large language models deployed in enterprise contexts.
Alongside my work at PwC, I founded ITADA and co-founded BudeHub and BoldLeads.ai, bringing the same discipline of structured quality thinking into product development.
AI Evaluation
Quality & safety assessment of LLMs and AI systems
Test Strategy
End-to-end strategies for enterprise software projects
QA Leadership
Team leadership, mentoring, and stakeholder management
Entrepreneurship
Co-founder of BoldLeads.ai, BudeHub and Underground Comedy, founder of ITADA
Career
Professional experience
Co-founder
CurrentBoldLeads.ai · Prague
Apr 2026 — Present
6+ months
Co-founding BoldLeads.ai — a custom AI-powered lead generation engine for purpose-led businesses. It finds and qualifies the right people across social networks, websites and online channels, so founders and small teams can focus on conversations instead of prospecting. Built and maintained by the Bold Ideas Consulting team.
AI Quality Lead
CurrentPwC · Prague
May 2019 — Present
7+ years
Leading AI Evaluation at PwC — assessing the quality, accuracy, and safety of AI models and large language model systems. Designing and building the AI evaluation harness: automated test pipelines, benchmark suites, and guardrails that measure model performance, bias, and reliability across enterprise deployments. Also leading QA teams and defining test strategies for complex enterprise projects.
Co-founder
CurrentBudeHub · České Budějovice
Mar 2023 — Present
3+ years
Co-founding BudeHub — a coworking space in České Budějovice centred on community and the latest technology. BudeHub connects entrepreneurs, developers, and creative professionals in a collaborative environment equipped with modern infrastructure and a strong focus on tech-driven community building.
Founder
CurrentDec 2021 — Present
4+ years
Founded and leading an IT company specialising in custom software development and AI implementation. ITADA helps businesses design and build tailored solutions, integrate AI into existing workflows, and navigate the shift towards intelligent automation.
Co-founder
CurrentUnderground Comedy · Czech Republic
2014 — Present
11+ years
Co-founding one of the leading stand-up comedy organisations in the Czech Republic. Underground Comedy organises regular shows and acts as an agency representing Czech comedians. The project was born from a mission to bring raw, unfiltered stand-up to Czech audiences.
Test Lead
O2 Czech Republic · Prague
May 2015 — May 2019
4 years
Coordinating daily activities of testing teams. Strategy and management of testing a new billing system for one of the largest telecommunications operators in the Czech Republic.
Integration Test Engineer
Česká spořitelna · Prague
Oct 2014 — May 2015
8 months
Integration testing of the new eSpis DMS system. Verifying correct integration with the bank's existing infrastructure and business processes.
Senior Test Management Specialist
T-Mobile Czech Republic · Prague
Apr 2014 — Oct 2014
7 months
Senior test management role covering strategy, planning, and oversight of testing activities across key T-Mobile projects.
Senior Service & Application Test Specialist
T-Mobile Czech Republic · Prague
Aug 2011 — May 2014
2 years 10 months
Analysis of projects from a testing perspective and workload estimation. Coordinating external testers, creating and executing test scenarios, and clarifying requirements with business stakeholders and developers. Developed test automation approaches and test methodology. Testing of billing and printing solutions within T-Mobile Czech Republic.
Monitoring Center Support
Komerční banka · Prague
Sep 2010 — Mar 2011
7 months
Reporting and resolving defects on the production environment, ensuring operational stability of banking systems.
PHP & MySQL Developer
Internetservice s.r.o.
Aug 2009 — Aug 2010
1 year 1 month
Development of web applications using PHP and MySQL.
Application Support
Mobilkom a.s. (Ufon)
May 2008 — May 2009
1 year 1 month
Development of supporting applications for internal business operations within the mobile operator environment.
Competencies
Skills & expertise
AI & Quality
- AI Evaluation
- LLM Quality Assessment
- Model Validation
- Prompt Testing
- AI Risk Analysis
- Bias Detection
Testing
- ISTQB FL
- Test Strategy
- Test Automation
- Test Case Design
- Integration Testing
- Regression Testing
- UAT
- Performance Testing
- Requirements Analysis
- Defect Management
Leadership
- Team Leadership
- QA Lead
- PRINCE2 Foundation
- Stakeholder Management
- Agile / Scrum
- Project Management
- External Team Coordination
- Reporting
Entrepreneurship
- Business Development
- IT Consulting
- Community Building
- Event Production
- Talent Agency Management
- Company Founding
Development
- Python
- C#
- PHP
- SQL
- Web Development
- CI/CD Integration
Domains
- Telecommunications
- Banking
- Consulting
- Billing Systems
- Enterprise IT
- Entertainment
Education
Academic background
2006 – 2011
Czech Technical University in Prague
Master of Engineering — Wireless Communication
1998 – 2006
Anglo-Czech Grammar School
English Language and Literature
Languages
Certifications
Professional credentials
Anthropic
Claude Certified Architect – Professional (CCAR-P)
Issued 2026
PeopleCert
PRINCE2® Foundation Certification
Issued 2019
International Software Testing Qualifications Board
ISTQB Foundation Level
Issued 2014
Looking for a QA expert?
Open to interesting projects in AI Evaluation and quality assurance.
adamekcb@gmail.com →