XG

XG

Engineering systems for spectrum, compliance, and product decisions.

I design structured tools that turn technical context, rule logic, and engineering constraints into decisions that are easier to inspect and review.

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Map-based RF spectrum dashboard with RF band, region, and country filters, a color-coded world map, country spectrum details, and public-candidate disclosure.
Public-safe public release. Desktop-first interface.Reference data may be incomplete or outdated; verify current official requirements.

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Map-based RF spectrum dashboard with RF band, region, and country filters, a color-coded world map, country spectrum details, and public-candidate disclosure.
Public-safe public release. Desktop-first interface.Reference data may be incomplete or outdated; verify current official requirements.

Selected project

Global RF Spectrum Dashboard

An interactive, map-first interface for reviewing wireless spectrum and power information across global markets.

Engineering data interface · Public Light available

Open case studyOpen RF Dashboard
Intended planning flowArchitecture illustration · in-development workflowProduct inputsRule logicDraft planHuman reviewProduct DNAMarket contextApplicabilityRequirement packagesAssumptionsTraceable outputConfirm and resolveDecisions remain reviewable; automation does not replace confirmation.
Intended planning flowAn architecture-oriented illustration of the in-development relationship between inputs, deterministic rules, and review.

Selected project

Compliance Plan Generator

An in-development, rule-driven system for structuring product inputs, applicability logic, and traceable compliance-planning outputs with mandatory human review.

Rule-based planning system · In active development

Open case study

Working approach

Complex systems need a clear trail.

01

Establish the context

Start with the product, market, and engineering constraints that actually shape the decision.

02

Structure the logic

Turn distributed inputs, rules, and assumptions into a model that can be inspected and maintained.

03

Keep review in view

Make the path from input to outcome visible, so automation supports review instead of obscuring judgment.

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