Data Platforms. Analytics. Governance. Delivered with Ownership.
I design, lead, and deliver end-to-end data solutions across analytics, engineering, visualization, and governance. I take full ownership of delivery—assembling and guiding project-based teams when scale is required—while ensuring execution meets enterprise standards.
Experience With
What I Deliver
Analytics & Decision Intelligence
Strategic analytics that drive decision-making
Analytics Engineering
Semantic layers, KPI standardization, dbt patterns
Data Engineering
ETL/ELT, batch/streaming, pipelines
BI & Visualization
Power BI enterprise, DAX, RLS, performance
Data Governance & Quality
DQ rules, reconciliation, lineage, audit trails
Audit, Compliance & Trust
Controls, traceability, transparent reporting
How I Work
Principal-Led Delivery
I own the engagement from discovery through production. I design, lead, and deliver end-to-end data solutions, assembling and guiding project-based teams when scale is required while maintaining full accountability for outcomes.
Governance by Design
Data quality, lineage, and audit trails aren't afterthoughts. They're built into the architecture from day one, ensuring long-term maintainability and compliance.
Documentation & Knowledge Transfer
Comprehensive documentation and knowledge transfer ensure your team can operate and extend the solution independently.
Outcomes, Not Outputs
Every engagement is measured against business outcomes: faster decisions, reduced costs, improved compliance, or enabling new capabilities.
Selected Engagements
Control Tower Analytics Platform
Unified analytics platform providing real-time visibility into sales, inventory, and operations. Reduced reporting time by 85%, enabled data-driven decision-making across all business units, and established governance framework for ongoing data quality.
Mobility & IoT Data Platform
Streaming data pipeline processing millions of events daily. Real-time dashboards for fleet monitoring, predictive maintenance alerts, and route optimization analytics. Infrastructure scaled to handle 10x growth with maintained performance.
Public Sector Reporting & Compliance
Comprehensive reporting platform with full data lineage and audit trails. Automated compliance reports reduced manual effort by 90%, established data governance framework meeting regulatory standards, and public-facing dashboards with controlled access.
Insights
Why Most BI Projects Fail Before the First Dashboard
The fundamental reasons BI initiatives fail aren't technical—they're organizational. Here's what to address before building your first report.
Analytics Engineering Is Not Just dbt
dbt is a powerful tool, but analytics engineering is a discipline. Understanding the difference is crucial for building sustainable data practices.
Data Quality Is a Product, Not a Script
Treating data quality as a technical checklist misses the point. Quality is a product feature that requires product thinking—design, iteration, and user focus.
Teaching & Community
Visiting faculty, Skill Development Council (SDC) programs, and corporate trainings. Sharing knowledge and building the next generation of data professionals.
Learn MoreReady to Transform Your Data Practice?
Let's discuss how principal-led delivery can drive outcomes for your organization.