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Digital Leader with 25 years of experience
I specialize in digital transformation and the implementation of advanced AI systems. As the author of the "AI Quality Loop" framework, I have reduced model hallucinations by 80% in production environments, minimizing risk and maximizing ROI through token economics optimization.
Key Roles & Competencies
- AI Systems Architecture
- Multi-AI Orchestration
- AI Quality Assurance Lead
- Intelligent Automation Strategist
- Digital Transformation
Technologies & Tools
- LLMs (Claude, GPT-5, Gemini)
- API Integration, Cloudflare Workers
- Docker, PHP, JavaScript, MySQL
- Copilot, Midjourney
- Agile, Scrum, Lean Startup
Key Projects
tf.ai.agent
A proprietary AI agent system with a mutual verification architecture.
aimy.bio
A wellness application for biorhythm analysis, managed by Gemini 2.5 Pro.
skad.click
An analytics system with auto-configuration of VPS by AI (GPT-5).
mim-2.pl
AI in e-commerce, which eliminated 90% of human service costs.
AI Campaign Strategist
Pioneering use of AI as the main strategist in the 2024 election campaign.
zenbox.pl
Co-founding and scaling a hosting company to the TOP 5 in Poland (Ex-CMO).
Professional Experience
AI Career Strategist
December 2024 - Present
Self-development with AI as a strategic advisor. Analysis of 1M prompt characters and 5M tokens to create a complete professional rebranding system.
- Managed a team of 3 AI models (Claude, GPT-5, Gemini) as career consultants.
- Comparative analysis of 127 AI positions and 50+ industry certifications.
- Identified 200+ ATS keywords and 10 strategies to bypass HR filters.
- Created a complete professional rebranding system in 60 days with zero hallucinations in final documents.
AI Systems Architect & Strategic Advisor
January 2020 - Present
Delivered 5 production AI systems for B2B clients. Specialized in eliminating hallucinations and optimizing token costs (ROI 300%+).
- Established the "AI Quality Loop" as the primary QA framework for all client projects, resulting in an 80% reduction in model hallucinations.
- Supervised project architectures processing over 200M tokens monthly, implementing token economics strategies.
- Designed and implemented 5 production AI systems, including the advanced wellness app (aimy.bio).
- Pioneered a multi-model orchestration strategy (Claude, GPT-5, Gemini) for mutual result verification.
Co-founder & CMO
November 2011 - September 2017
Co-founded and scaled zenbox.pl from scratch to a TOP 5 hosting company in Poland. Grew the customer base to several thousand B2B clients.
- Built and managed a multidisciplinary team of over 15 specialists in marketing, IT, and support.
- Grew the customer base from 0 to several thousand B2B companies, managing the entire marketing ecosystem.
- Led product development, introducing the innovative "worry-free hosting" model that revolutionized the market.
Digital Transformation Lead
2016 - Present
Digital transformation of a 35-year-old manufacturing company, resulting in a 200% YoY online sales growth and a 90% reduction in service costs thanks to AI.
- Led a comprehensive digital transformation, developing a strategic roadmap and overseeing system integration.
- Achieved 200% online sales growth in the first year and expanded the company's reach to global markets.
- Integrated AI tools into key business processes, eliminating 90% of service costs from external contractors.
Work Philosophy
I catch AI lies before they reach production.
I catch AI lies before they reach production.
I make AI stop hallucinating and start earning.
I make AI stop hallucinating and start earning.
Unsupervised AI builds Towers of Babel.
Unsupervised AI builds Towers of Babel.
In the AI era, simplicity is a myth. Prompt complexity = result quality.
In the AI era, simplicity is a myth. Prompt complexity = result quality.
7 days from zero to production.
7 days from zero to production.
New AIs are routers to unknown models.
New AIs are routers to unknown models.
Beyond Technology
Wellness & Biohacking
Sport Shooting
Cognitive Psychology
Interested in collaborating?
I am open to new challenges and projects where I can use my experience in building innovative AI solutions. Contact me to discuss how I can help your company.
Contact Me