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Selected work

Many challenges.
One connected practice.

Case studies in observability, automation, migration, and software ownership—designed around the decisions teams need to make and the constraints they cannot ignore.

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07PROJECT PROFILES
ONE SHARED THREAD

Built around real work

Systems that make
complexity operational.

Evidence first. Human decisions remain in control.

Each engagement pairs practical engineering with an operating model the client can understand, review, and own.

Regulated AI · Questionnaire automation

Stop rewriting security answers you have already written.

A private response engine turns approved questionnaires, device security forms, and compliance documents into cited drafts for new questionnaires and proposals—with an explicit abstain path.

  • Confidence-scored cited answers
  • Cross-framework retrieval
  • Human-reviewed proposal drafts
Cite-or-abstain AIDocument intelligenceSecurity workflows
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Governed AI · Business operations

From scattered tools to a platform where AI drafts and people decide.

A ground-up operations platform connects support, customer relationships, billing, pricing, content, and cited questionnaire responses on one governed cloud data backbone.

  • Four peer business applications
  • Cite-or-abstain document workflows
  • Human-reviewed agent actions
Governed AISystems integrationCloud architecture
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Delivery governance · Client acceptance

Turn delivery evidence into confident milestone decisions.

A secure project workspace connects discovery, private materials, testing feedback, retesting, acceptance criteria, and formal sign-off in one accountable workflow.

  • Visible discovery-to-acceptance flow
  • Evidence-backed retest workflow
  • Role-gated milestone sign-off
Delivery governanceHuman-gated AIClient workflows
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Operational intelligence · Laboratory informatics

Catch performance regressions while they are still trends.

An always-on monitoring agent unifies database, application, host, and cloud signals, learns the environment's normal operating range, and sends evidence-backed warnings before degradation becomes an outage.

  • Baseline-driven early warning
  • Advisory-only automation
  • Health and usage in one channel
SQL ServerMonitoring automationAI-assisted operations
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Legacy modernization · Content engineering

From hosted pages to a code-owned digital platform.

A structured website rebuild preserves service content, editorial assets, route continuity, and search signals while replacing platform constraints with a maintainable, portable foundation.

  • Owned code and content model
  • Search-safe migration controls
  • Reusable responsive design system
Next.jsContent migrationFrontend architecture
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