Data Architecture & Analytics, Built End-to-End.
I engineer centralized Microsoft Fabric architectures, automated T-SQL pipelines, and governed semantic models that leadership actually trusts. Built for high performance, flexible reporting, and clean operational handoff.
SOURCES
ERP • CRM • SQL Databases • SaaS Tools • REST APIs
MICROSOFT FABRIC PLATFORM
Raw Data
Curated
Dimensional
Semantic
Delta Parquet • Automated T-SQL • Star Schema • Direct Lake
TRUSTED DECISIONS
Power BI • Excel • AI Agents • Power Automate • Custom Apps
From Fragmented Engineering to Governed BI Systems
The Patchwork Trap
Teams rely on disconnected spreadsheets, one-off SQL scripts, and ad-hoc reporting tools to continue operations. What starts as a quick fix turns into a fragile web of band-aids that prevents you from building the actual solutions your business needs.
Ad-Hoc Scripts • Data Silos • Fragile Workarounds
The Operational Bottleneck
Makeshift infrastructure makes answers slow, expensive, and untrustworthy. Without centralized governance, clear documentation, or security enforcement, you are left with conflicting numbers, high contractor overhead, and systems only one person knows how to maintain.
Maintenance • Security Risks • No Documentation
Governed, End-to-End BI
A centralized data foundation provides a single source of truth across all operations, integrating seamlessly with your ERPs, operational tools, and Excel workflows—delivering high flexibility, low operational overhead, and a clean handoff your internal team can actually manage.
Source of Truth • ERP Integration • Clean Handoff
Operational Platform in Action
A technical walkthrough of the automated Microsoft Fabric platform—from ERP ingestion to Direct Lake semantic models.
Full Platform Architecture
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Production Reporting Environment
Direct Lake semantic models running live over synthetic enterprise data. Test sub-second cross-filtering and analytical responsiveness directly below.
Production Codebase & Engineering Standards
Explore the repository structure, parameterized T-SQL transformations, CI/CD deployment pipelines, and end-to-end data lineage.
ARCHITECTURAL DOMAIN
TYPICAL POWER BI SETUP
GOVERNED FABRIC PLATFORM
Model Source Control
Monolithic .pbix binaries with zero Git version control
Code-first TMDL & PBIP tracked in GitHub with branch protection
Ingestion Pipeline
Heavy direct queries causing live database locks and silent failures
Zero Impact parameterized T-SQL with automated delta watermarking
Release Management
Manual publishing directly into production workspaces
Automated GitHub Actions CI/CD across Dev → Test → Prod
Query Engine
Bloated Import mode with heavy refresh concurrency bottlenecks
Sub-second Direct Lake over Delta Parquet tables in OneLake
Security & Access Control
Ungoverned workspace access and fragmented report filters
Model-level Security (RLS & OLS) inherited by consumption endpoints
The Delivery Framework
An agile, vertical-slice framework designed to ship a production-ready MVP in weeks—establishing the core platform before scaling across business domains.
PHASE 01 / DOMAIN SCOPING
Architecture & Scoping
Audit operational data sources, define core business metrics (e.g., Margin, Revenue), and establish the high-priority domain slice for the initial MVP.
Source Discovery • Metric Scoping
PHASE 02 / INGESTION & CI/CD
Source-to-Bronze Core
Deploy parameterized T-SQL ingestion pipelines to OneLake Bronze storage, configure Dev/Test/Prod environments, and establish baseline CI/CD automation.
Source-to-Bronze • ALM Baseline
PHASE 03 / MEDALLION & MODELING
Curated Semantic Core
Transform raw delta tables into curated Silver and dimensional Gold schemas, then build sub-second Direct Lake TMDL models with centralized security.
Medallion Lakehouse • TMDL Definitions
PHASE 04 / ENABLEMENT & ROLLOUT
Production MVP Rollout
Ship executive reporting layers, document table-level lineage, and enable internal analysts to build trusted self-service queries on top of the semantic core.
Production MVP • Analyst Enablement
FULLY MICROSOFT FABRIC CERTIFIED
Platform Engagements
Reviewing data estates for an upcoming Microsoft Fabric implementation. Get in touch to evaluate commercial return and scope.
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