I partner with organizations that need clarity, technical leadership, and reliable systems - not hype. My work focuses on balancing modern capabilities with real-world constraints, whether you’re modernizing a legacy environment, redesigning your data architecture, or improving how your teams operate.
Design or modernize data platforms
Build reliable pipelines using Python, SQL, and orchestration tools
Prepare your stack for future AI or analytics work
The result: fewer surprises, cleaner data, and a platform your teams can actually build on.
Establish or mature BI teams
Improve decision-making through dashboards, modeling, and reporting
Build self-service analytics environments
Translate business needs into scalable systems
The result: clearer metrics, faster decisions, and an analytics function that finally drives the business forward.
Architect middleware and integrations across ERP/MRP, SaaS, and custom systems
Lead refactoring or modernization efforts without full rewrites
Define patterns, documentation, and engineering workflows
The result: stable systems, reduced technical debt, and integrations that operate quietly instead of constantly breaking
Assess where AI adds real value
Integrate small, practical AI tools into existing workflows
Develop sentiment analysis, classification, and internal automation systems
The result: practical automations that remove friction from daily work and delivers measurable value without disruption.
Mid-size companies modernizing legacy systems
Technical leaders who need an external perspective
Organizations that want clarity in their data and systems
Teams looking for hands-on guidance and leadership
Organizations needing analytics or engineering direction without a full-time hire
If this sounds like the kind of partnership you’re looking for, reach out.
Whether you need architectural guidance, hands-on engineering, or leadership support, I can help you get there.