🎓 Systems Engineer | 📚 M.Sc. in Strategic Information Management

I design information systems that transform complex business knowledge into implementable software solutions.

My work focuses on business systems analysis, information and process modeling, functional solution design, and AI-enabled knowledge systems. I specialize in translating regulations, operational processes, and domain expertise into structured specifications that can be implemented consistently across different technologies.

Over the last 11+ years I have worked at the intersection of business, data, and technology, designing functional models, business rules, system integrations, SQL-based analytical solutions, and AI-powered knowledge management tools.

My current projects explore how RAG, Text-to-SQL, automation, and specification-driven development can improve software quality, reduce ambiguity, and accelerate solution design.

I believe that software quality depends more on the quality of the underlying specification than on the implementation technology. My projects follow a specification-first approach:

• Understand the domain
• Model the information
• Define business rules
• Design the functional behavior
• Validate the specification
• Use AI to accelerate implementation and testing This is the principle behind my work in information systems, business analysis, and AI-enabled knowledge management.

I’m particularly interested in how organizations can preserve and operationalize knowledge through information systems and AI. Current areas of exploration:

• Specification-Driven Development
• Knowledge modeling for AI systems
• RAG architectures for organizational memory
• AI-assisted business systems analysis
• Information quality and decision-support systems

Designing knowledge systems for organizations

Designed and built a modular knowledge management platform that transforms organizational documentation and structured databases into a unified natural-language query system.

My role: knowledge modeling, information architecture, RAG design, Text-to-SQL integration, evaluation framework design, and specification-driven development.

Key focus: translating organizational knowledge into a structured system that improves information retrieval and decision support.

Turning business data into decision-support systems

Developed an AI-powered business analyst capable of interpreting business metrics, invoices, and operational data to generate executive insights and reports.

My role: business logic modeling, KPI definition, SQL design, prompt architecture, and analytical workflow design.

Key focus: connecting business processes with AI-assisted analysis.

Automating operational workflows through conversational interfaces

Designed a workflow automation system that integrates messaging, AI, and business processes to automate repetitive communication tasks.

My role: workflow design, process automation, integration architecture, and conversational logic.

Key focus: improving operational efficiency through intelligent automation.

Automating information consolidation and reporting

Built an automated reporting workflow that consolidates operational data from PostgreSQL and Excel into periodic management reports.

My role: data integration, SQL analytics, automation design, and reporting workflow architecture.

Key focus: transforming dispersed operational data into structured management information.

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