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Selected work

The problem.
The build. The result.

Explore the decisions behind the interface: how the data is shaped, how the workflow fits together, and what makes the result useful.

8
Deep case studies
Data
From evidence to insight
Design
From idea to experience

Showing 8 projects.

Completed

Applied AI · systems engineering

FAULTLINE

A real PostgreSQL failure lab: break an order workflow, compare conventional and local model repairs, and verify every resulting record.

  • Real faults, inspectable evidenceProcess exits, repeated deliveries, and incompatible units reproduced against PostgreSQL.
  • Runbook and model comparedEquivalent database branches and an independent record-level evaluator.
AI SystemsInfrastructureAnalytics
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Completed

Data operations

Billing & workflow automation

A recurring spreadsheet task became a configurable Alteryx workflow, with the unresolved invoices kept in view.

  • ~9 hours to 20 minutesReported monthly processing time for one Alteryx billing workflow, with initial setup separate.
  • Exceptions in viewConsolidation and discrepancy identification in a repeatable process.
Analytics
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Completed

Analytics product

Employee Sentiment Intelligence

Research tools, comparable ratings and executive reporting brought employee experience into a repeatable analytical product.

  • Repeatable researchSource-specific collection and parsing produced structured rating exports.
  • Defined comparisonsDashboard measures put company ratings beside selected peer groups.
AnalyticsProduct
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Ongoing

AI research system

TradeLab

A research workbench that connects hypotheses, source evidence, critique and simulated decisions.

  • Eight bounded rolesSeparated planning, evidence collection, challenge, synthesis, and presentation responsibilities.
  • Evidence-first outputDesigned a ledger that keeps research artifacts attributable and reviewable.
AI SystemsProduct
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Ongoing

Infrastructure system

Local AI Orchestration

A local AI platform that gives planning, focused execution and independent review explicit jobs and visible receipts.

  • Typed handoffsDesigned explicit state and capability boundaries between planning, execution, and review.
  • Evidence and replayCaptured receipts and QA artifacts so runs can be inspected after completion.
AI SystemsInfrastructure
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Prototype

Local business website

Dino’s Subs

A heritage-led, multi-route redesign that turns a dense single-page restaurant site into a focused, mobile-friendly journey for menu discovery, party subs, story, gear, careers, and visits.

  • 27 numbered subsMade the full numbered menu searchable and filterable on a dedicated customer route.
  • Seven focused routesSeparated menu, party-sub, story, gear, visit, and careers tasks from the homepage.
Product
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Ongoing

Desktop product

_Blackbox

Recorded work becomes a searchable history, with timestamps that take you back to the moment behind an answer.

  • One review surfaceRecordings, transcripts, notes, bookmarks and OCR markers share a timeline.
  • Answers with timestampsSearch and source-linked answers point back to the original moment.
AI SystemsProduct
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Ongoing

Web and creative systems

TDC · web, media & review

Bilingual web and media work, plus a contextual review tool that lets a stakeholder point to the exact part of a page.

  • A clearer first visitSpanish-first information design and responsive navigation support a bilingual audience.
  • Feedback stays attachedPins, highlights and comments keep their section context across the review flow.
Product
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