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Expertise / The way I work

Deep in the details.
Clear on the whole.

01 / Capability

Data that can explain itself.

SQL Server is my center of gravity: a place to make business rules, provenance, and performance explicit.

Relational modeling and maintainable T-SQL ETL
Point-in-time financial reconstruction
Metadata-driven contracts and incremental synchronization
Query tuning, concurrency, and production diagnostics

A warehouse built on proof. Financial Dashboard Find the accounting inside the code.

Layered mineral-glass archive slabs connected by copper inlays on a limestone foundation.

02 / Capability

Change without losing the business.

Before replacing a system, understand the behavior people already depend on. Then build the evidence that the replacement is right.

Undocumented-system discovery and dependency analysis
Reversible migrations and identity cross-references
Differential testing and source-to-target reconciliation
Legacy application and document conversion

Understand the machinery before moving it. Two hundred thousand invoices. Carried forward. A replacement has to earn equivalence.

Fine brass watch machinery emerges from old stone and becomes a precise modern glass-and-steel lattice.

03 / Capability

Software shaped around the work.

I build operating systems for real teams: rules, permissions, workflows, and interfaces that can evolve without becoming disconnected.

C# / .NET and database-driven application architecture
Declarative UI and schema-generated contracts
Approval, consent, and role-sensitive workflows
Delivery ownership from discovery through support

Client Onboarding The operational heart of a dealer network. An audit workflow that carries its own evidence.

Unfinished glass chambers cross a bronze threshold into a sage-glass pavilion, with a small preserved model of the approved structure.

04 / Capability

The space between systems.

The difficult part is rarely calling an API. It is preserving identity, intent, and recoverability when independent systems change.

IRIS STAR and accounting-firm platform internals
REST, SOAP, EDI, OAuth, and token lifecycle
Exception routing and continue-from-failure processing
Vendor boundaries, reusable transports, and audit trails

SQLX Tax Dashboard A platform changes. The practice keeps working.

A dark basalt orchestration hub connects by copper conduits to distant glass execution pavilions.

05 / Capability

AI with an accountable foundation.

My current research brings retrieval, provenance, independent verification, and relational observability into AI-assisted work.

Retrieval and structured knowledge extraction
Bi-temporal assertion ledgers and provenance graphs
Evaluation harnesses that retain partial and unverifiable results
C# lifecycle instrumentation and SQL Server agent telemetry

Knowledge with a chain of evidence.

Amber memory fragments linked through verification rings to a clear crystal in a dark observatory.

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