10/20/2026 updated
100 % available
Data & AI Architect | BI and Data Warehouse Consultant | MBA
Prague, Czech Republic
Only remote
Master of Business Administration (MBA) in General Management, University of Northern Virginia (2009)About me
I am a seasoned business consultant with over 20 years of progressive experience across various industries. I merge creative vision with strong analytical skills to drive business transformations and implement AI-driven solutions. Passionate about innovative projects, I also enjoy photography.
Sql Data WarehouseBusiness IntelligenceBusiness Intelligence DevelopmentBig DataData ArchitectureData IntegrationData TransformationData Processing SystemsData Transformation ServicesData Vault ModelingData WarehousingDatabase DesignData IntelligenceMicrosoft Business IntelligenceOracle Business Intelligence Enterprise Edition
Data Warehouse & Data Platform Architecture
Expertise in designing and delivering enterprise data warehouses using Data Vault 2.0 methodology, Lakehouse architectures, and platforms such as Azure Databricks, MS Fabric, Snowflake, MS SQL, and PostgreSQL. Hands-on delivery of ETL/ELT pipelines, data modelling, and BI/OLAP solutions with tools like WhereScape, DBT, and Power BI.
Artificial Intelligence & Generative AI Integration
Hands-on experience with generative AI since 2021, including LLM integration (Claude API, OpenAI, Whisper), AI agents, OCR pipelines, and n8n automation. Design and operation of production AI systems with human approval and audit trails across banking, real estate, healthcare, and manufacturing sectors.
Enterprise Architecture & Project Leadership
Application of TOGAF, ArchiMate, EA Sparx, UML, and BPMN for enterprise architecture design and documentation. Leadership of complex data and AI projects across banking, insurance, energy, real estate, and manufacturing, combining strategic business planning with hands-on technical delivery.
PySpark & Python Development
Development of data transformation and machine learning pipelines using PySpark notebooks on MS Fabric and Azure Databricks, as well as Python scripting for AI integration services and REST API connectivity.
Power BI & Business Intelligence Reporting
Design and development of Power BI dashboards and reports for business management, including CEE reporting migrations, sales controlling dashboards, and BI rollouts across multiple regions and industries.
CRM & ERP Implementation
Implementation and customisation of CRM and ERP systems for various clients, including CRM development for genetic laboratory management, ERP Visual Manufacturing for manufacturing cost control, and CRM intranet solutions for real estate brokerage.
.NET & SQL Server Development
Development of applications using .NET 8 and C#, including laboratory information systems, medical referral OCR pipelines, multi-region regulated websites, and stored-procedure-first architectures with SQL Server.
Cloud Migration & Azure Services
Architecture and execution of cloud migration projects using Azure SQL DB, Azure Migrate, Azure VM, Azure Data Factory, and Azure Databricks, including migration of virtualised e-commerce solutions and CEE reporting platforms to Azure Cloud.
Big Data & Benchmarking
Experience with big data processing, benchmarking, and performance measurement across large-scale data warehouse and analytics environments in regulated and high-volume industries.
SEO & Digital AI Products
Knowledge of SEO principles and development of digital AI products, including B2B membership platforms with AI essay generators, editorial AI pipelines, and disinformation scoring web applications.
Expertise in designing and delivering enterprise data warehouses using Data Vault 2.0 methodology, Lakehouse architectures, and platforms such as Azure Databricks, MS Fabric, Snowflake, MS SQL, and PostgreSQL. Hands-on delivery of ETL/ELT pipelines, data modelling, and BI/OLAP solutions with tools like WhereScape, DBT, and Power BI.
Artificial Intelligence & Generative AI Integration
Hands-on experience with generative AI since 2021, including LLM integration (Claude API, OpenAI, Whisper), AI agents, OCR pipelines, and n8n automation. Design and operation of production AI systems with human approval and audit trails across banking, real estate, healthcare, and manufacturing sectors.
Enterprise Architecture & Project Leadership
Application of TOGAF, ArchiMate, EA Sparx, UML, and BPMN for enterprise architecture design and documentation. Leadership of complex data and AI projects across banking, insurance, energy, real estate, and manufacturing, combining strategic business planning with hands-on technical delivery.
PySpark & Python Development
Development of data transformation and machine learning pipelines using PySpark notebooks on MS Fabric and Azure Databricks, as well as Python scripting for AI integration services and REST API connectivity.
Power BI & Business Intelligence Reporting
Design and development of Power BI dashboards and reports for business management, including CEE reporting migrations, sales controlling dashboards, and BI rollouts across multiple regions and industries.
CRM & ERP Implementation
Implementation and customisation of CRM and ERP systems for various clients, including CRM development for genetic laboratory management, ERP Visual Manufacturing for manufacturing cost control, and CRM intranet solutions for real estate brokerage.
.NET & SQL Server Development
Development of applications using .NET 8 and C#, including laboratory information systems, medical referral OCR pipelines, multi-region regulated websites, and stored-procedure-first architectures with SQL Server.
Cloud Migration & Azure Services
Architecture and execution of cloud migration projects using Azure SQL DB, Azure Migrate, Azure VM, Azure Data Factory, and Azure Databricks, including migration of virtualised e-commerce solutions and CEE reporting platforms to Azure Cloud.
Big Data & Benchmarking
Experience with big data processing, benchmarking, and performance measurement across large-scale data warehouse and analytics environments in regulated and high-volume industries.
SEO & Digital AI Products
Knowledge of SEO principles and development of digital AI products, including B2B membership platforms with AI essay generators, editorial AI pipelines, and disinformation scoring web applications.
Languages
EnglishFluentFrenchGoodRussianGoodSlovakNative speaker
Project history
Freelance data and AI consulting projects, including ESG data architecture redesign for CEPS a.s., churn ML pipeline design for an energy sector client, and data warehouse integration architecture for Blogic Group.
Long-term project-based engagement. Key project at Fincentrum a.s. in 2011 involved change management, IT back office system redesign, data warehouse structure design, and BI dashboard development for financial advisory company management.
Delivery of data warehouse, BI, and AI projects for clients including Blackstone/Mileway, AXA, BNP Paribas Cardif, Stora Enso, Philip Morris International, and Advanced Genetics. Projects covered Tableau to Power BI migration, CEE BI rollout, DWH implementation with WhereScape and Data Vault 2.0, Azure cloud migration, and AI integration services.