Over a quarter century of experience

SONARIQ is a unique combination of many years of experience in creative technologies with modern digital solutions. Since 1998, I have been continuously creating and developing web, multimedia and audio-visual projects.

My competencies include both traditional craftsmanship – web design, audio and video production – as well as the latest technologies, including AI implementations for business.

My Competencies

• 25+ years in audio production – sound design, radio spots, audio post-production
• Websites since 1998 – design, CMS, SEO optimization
• Video production – editing, YouTube, promotional materials
• IT Security – clearances from Polish civilian and military security services and NATO/EU
• AI Training – advanced programs (incl. **StartujAI+**), ChatGPT, Gemini, Antigravity implementations, business process automation
• AI Automation & Orchestration – creating autonomous workflows using **Make** and **n8n**
• Repository Management – professional management of electronic document collections and knowledge bases
• Branding – logos, brand books, visual identity
• Programming – proficiency in **Python and C++**, JavaScript, Visual Studio, JUCE (VST plugins)
• Email flow management – automation of corporate correspondence
• Personalized, automatic feedback – intelligent response systems
• GDPR-compliant invoice management – secure processing of financial documents
• AI-powered financial statistics – comprehensive business data analysis

Modern Approach: AI Agents and Intelligent Automation

Recent years have been a period of intensive specialization for me in **AI Agent** technology. My expertise in this field has been solidified through advanced development programs, including the prestigious **StartujAI+** training, as well as numerous lectures and technology meetings focused on **Python and C++** programming.

My primary focus is **Hyper-automation** of business processes using the **Make** and **n8n** platforms. I don't treat them merely as simple connection tools, but as powerful operating engines that allow for the full integration of dispersed company systems (CRM, ERP, email, databases) into a single, cohesive ecosystem.

A key element of my implementations is **AI Agent Orchestration**. I design systems where multiple specialized agents collaborate in a hierarchical structure – one agent analyzes intent, another prepares data, and a third verifies the result for substantive accuracy. This approach eliminates errors typical of single models and allows for the execution of highly complex tasks.

The foundation of an intelligent company is its data. I specialize in creating professional **electronic document repositories** and knowledge bases that, thanks to **RAG (Retrieval-Augmented Generation)** technology, become the fuel for AI Agents. I transform static document archives into dynamic knowledge sources that management and employees can access through intuitive AI interfaces, maintaining the highest standards of data security.

Advanced Implementation Scenarios:

• n8n and Python Ecosystem – Combining the flexibility of n8n with custom Python scripts, allowing for overcoming the limitations of standard platforms and creating unique, "tailor-made" functionalities.
• Autonomous Knowledge Repository – Full orchestration of document flow: from the moment a file arrives (OCR, classification), through its analysis by AI, to automatic feeding of the knowledge base and informing relevant departments.
• CX (Customer Experience) Orchestration – AI Agents managing complex customer service based on data from Make, integrating multi-channel communication with immediate access to customer history and preferences.

Key Milestones