Dan Piechowski
@danpiechowski
Microsoft Data Architect & Senior Data Engineer turning complex ERP data into reliable analytics.
What I'm looking for
I’m a data architect and senior data engineer with 6+ years building Microsoft data platforms for complex manufacturing and distributed-service environments. My work centers on SQL Server, Microsoft Fabric lakehouses, and practical data products that serve executives and operations with confidence.
At Cadrex Manufacturing Solutions, I independently built and delivered a corporate data warehouse consolidating 10 ERP platforms and Dynamics 365 CRM across 15 manufacturing sites and 650+ source tables into SQL Server and Kimball reporting layers. I standardized heterogeneous ERP data, implemented conformed dimensions and facts, and designed Bronze/Silver/Gold medallion infrastructure in Fabric—landing extracts as Parquet, materializing Delta tables, and publishing Direct Lake semantic models. I also developed time-zone-aware dimensional modeling that maps UTC-captured facts to location-specific date/time dimensions for embedded analytics.
I build end-to-end pipelines with PySpark notebooks, Fabric pipeline orchestration, idempotent incremental sync, and SQL stored procedures for audit logging, SCD patterns, and self-healing reporting continuity during outages. I’ve also integrated SQL replicas, REST APIs, GraphQL, Epicor BAQ-over-REST, Azure Data Factory, and Power BI/Fabric semantic models, and I’ve used AI-assisted approaches to generate ERP data dictionaries and source-system knowledge bases to speed up stakeholder discovery.
Experience
Work history, roles, and key accomplishments
Data Architect
Cadrex Manufacturing Solutions
Jan 2022 - Present (4 years 6 months)
Independently built and delivered a corporate data warehouse consolidating multiple ERP and Dynamics 365 CRM platforms across manufacturing sites into SQL Server and Kimball reporting layers. Designed Microsoft Fabric lakehouse medallion architecture and time-zone-aware dimensional modeling for executive and operations analytics.
Process Improvement Leader
Great Northern Corporation
Dec 2019 - Jan 2022 (2 years 1 month)
Built SQL and Power BI reporting systems and automation to improve visibility into production, labor cost, and shipping workflows. Developed scheduling, Kanban planning, labor tracking, and non-conforming material handling tools using Excel and Power Automate.
Data Analysis Intern
Cahill, Schmitz & Cahill
Jun 2017 - Sep 2017 (3 months)
Analyzed sales commission spreadsheets against customer purchase orders to identify revenue gaps and prioritize high-value accounts for follow-up.
Education
Degrees, certifications, and relevant coursework
University of Minnesota Twin Cities
Bachelor of Individualized Studies, Japanese, English & Global Studies
2017 - 2020
Grade: 3.6 GPA
Earned a Bachelor of Individualized Studies with a focus in Japanese, English & Global Studies, achieving a 3.6 GPA.
North Hennepin Community College
Associate of Arts
2015 - 2017
Grade: 3.9 GPA; Dean's List (6 semesters)
Earned an Associate of Arts with a 3.9 GPA and Dean's List (6 semesters).
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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