Enterprise data modernization.
Without the enterprise overhead.
20 years building production data pipelines for retail, logistics, and enterprise operations. The same rigor and methodology — without the Big 4 overhead or the 18-month timeline.
The problems I get called about
200 SSIS packages that nobody wants to touch
Power BI reports that run for 10 minutes
Data scientists waiting 3 days for a data extract
No lineage, no documentation, no confidence in the numbers
A Fabric license you’re not using
Excel spreadsheets as the “source of truth”
I migrate in layers
I don't rip and replace. Each layer delivers value independently. You're never left mid-migration.
Bronze — Land everything
Raw, immutable, auditable. Every source system lands here with ingestion metadata, schema tracking, and append-only Delta tables.
Silver — Clean and conform
Deduplication, type enforcement, business-rule application, incremental processing. Schema contracts reject malformed data.
Gold — Analytics-ready
Dimensional models, semantic layer alignment, business logic centralization. Power BI Direct Lake for sub-second reporting.
The stack
What I've built
Loyalty points engine
Rewards accrual from raw POS across millions of customer interactions
Customer Master Profile
Identity resolution across CRM, ecommerce, POS, WMS into a single unified record
Ecommerce pipeline
Catalog, inventory, orders, allocations, receipts — JSON/XML to warehouse dimensions
GL reconciliation
POS/ecommerce/WMS financial events to general ledger posting and variance reporting
RFM segmentation
Behavioral scoring feeding marketing automation audience builds
Fabric modernization
Loop automation → Bronze, Materialized Lake Views → Silver, pipeline → Gold on Microsoft Fabric
Engagement types
Assessment
2 weeks
Current-state audit + technology roadmap
Starts with an AI Opportunity Audit — the fee is credited toward the build.
Medallion Build
8–16 weeks
Full Bronze/Silver/Gold implementation
Starts with an AI Opportunity Audit — the fee is credited toward the build.
AI Layer Add-on
4–6 weeks
NL query on your new lakehouse
Starts with an AI Opportunity Audit — the fee is credited toward the build.
Advisory Retainer
Ongoing
Fractional data engineering leadership
Starts with an AI Opportunity Audit — the fee is credited toward the build.
Every engagement starts with a conversation.
No pressure, no pitch — just clarity on what's possible.
Start the conversation →