Role fit / recruiter-readable proof lanes

Target-role evidence before the resolver.

Four low-friction reviewer paths map resume evidence to projects, case studies, Architecture Notes, structured data, and technical context.

How to use this page

Choose a role lane before using any matcher.

The role-fit page is meant to stay readable for recruiters without requiring tool interaction. Use the lanes first, then use the browser-local matcher only when a pasted job description would help.

Fastest pathStart with the lane title, summary, and resume evidence.
Technical pathOpen proof pages only when a reviewer needs implementation context.
Privacy pathUse the optional matcher only after confirming pasted text stays browser-local.
Fallback pathUse Case Studies and Evidence Map if an automated match is not useful.

Recruiters, hiring managers, and technical reviewers.

.NET / SQL Modernization Architect

For teams with brittle ASP.NET, Web Forms, Classic ASP, SQL Server, stored-procedure, or undocumented business-rule systems that need safe modernization without behavioral drift.

Resume evidence

  • Rebuilt dental insurance contract management functionality using ASP.NET Core, C#, TypeScript, EF Core, and Razor Pages.
  • Created automated comparison screens and test coverage to validate rebuilt claims-adjudication behavior.

Project evidence

  • Info724 / Insurance 724 modernization
  • LongTerm Software Solutions architecture rescue
  • SQL Server stored-procedure scenario validation
  • Transportation/logistics service patterns

Context: Role path organizes existing experience, project evidence, and architecture notes for faster review.

Architecture notes Architecture notes AI handoff memory package

Recruiters, hiring managers, and technical reviewers.

Angular / TypeScript / RxJS Reviewer Path

For reviewers evaluating user-confirmed Angular work, TypeScript, RxJS, component boundaries, CI/CD delivery context, and enterprise front-end patterns while preserving the Angular/RxJS implementation sample boundary.

Resume evidence

  • Info724: Angular/TypeScript AI documentation review app for an Info724 client, enabling users to step through AI-generated documentation for existing codebases.
  • LongTerm Software Solutions: Angular used extensively on corporate tax accounting software, with CI/CD pipeline work in that consulting engagement.

Project evidence

  • Info724 Angular/TypeScript AI documentation review app for an Info724 client
  • LongTerm corporate tax accounting Angular work
  • LongTerm CI/CD pipeline usage in the tax-system consulting engagement
  • Angular / RxJS implementation example
  • Angular/Python architecture page and .uai memory mapping

Context: Role path organizes existing experience, project evidence, and architecture notes for faster review.

Architecture notes Architecture notes AI handoff memory package

Recruiters, hiring managers, and technical reviewers.

Python AI / Data Pipeline Boundary

For teams needing Python-side validation, enrichment, metadata extraction, AI-assisted documentation, and review-gated data output behind typed contracts.

Resume evidence

  • Architected AI-assisted engineering workflows using OpenAI and LM Studio APIs to support legacy-to-modern code translation, semantic search, documentation, and developer productivity.

Project evidence

  • Python-oriented AI utility pipelines
  • NeuralWikis / LocalEndpoint reviewed in context project lanes
  • OpenAPI contract examples
  • Human review boundary in AI architecture docs

Context: Role path organizes existing experience, project evidence, and architecture notes for faster review.

Architecture notes Architecture notes AI handoff memory package

Recruiters, hiring managers, and technical reviewers.

AI Memory / Handoff Systems Architect

For teams evaluating source-governed AI workflows, file handoff, project handoff, compact .uai memory, long-term docs, and agent-readable portfolio data.

Resume evidence

  • AI-assisted engineering, semantic search, automated documentation, and agent workflows are supported by the clean resume baseline.

Project evidence

  • UAIX AI Memory Package Wizard
  • LLMWikis trust-labeled knowledge systems
  • /docs long-memory inventory
  • .uai short-term receiver files
  • Static JSON and REST profile endpoints

Context: Role path organizes existing experience, project evidence, and architecture notes for faster review.

Architecture notes Architecture notes AI handoff memory package

Compact evidence table

Capability → evidence → context.

Designed for quick recruiter and technical-screening review.

LanePrimary evidenceProof pathTechnical context
.NET / SQL Modernization Architect Rebuilt dental insurance contract management functionality using ASP.NET Core, C#, TypeScript, EF Core, and Razor Pages.; Created automated comparison screens and test coverage to validate rebuilt claims-adjudication behavior. /experience/, /case-studies/, /projects/ Role path organizes existing experience, project evidence, and architecture notes for faster review.
Angular / TypeScript / RxJS Reviewer Path Info724: Angular/TypeScript AI documentation review app for an Info724 client, enabling users to step through AI-generated documentation for existing codebases.; LongTerm Software Solutions: Angular used extensively on corporate tax accounting software, with CI/CD pipeline work in that consulting engagement. /angular-python-architecture/, /case-studies/angular-python-architecture/, Architecture notes Role path organizes existing experience, project evidence, and architecture notes for faster review.
Python AI / Data Pipeline Boundary Architected AI-assisted engineering workflows using OpenAI and LM Studio APIs to support legacy-to-modern code translation, semantic search, documentation, and developer productivity. /ai-prompt-architecture/, /case-studies/neuralwikis-localendpoint-ai-boundaries/, Architecture notes Role path organizes existing experience, project evidence, and architecture notes for faster review.
AI Memory / Handoff Systems Architect AI-assisted engineering, semantic search, automated documentation, and agent workflows are supported by the clean resume baseline. /ai-prompt-architecture/, Architecture notes, Architecture notes Role path organizes existing experience, project evidence, and architecture notes for faster review.

FAQ

Role-fit FAQ

Short answers for recruiters, hiring managers, technical reviewers, and advanced readers.

What is the role-fit page for?

It gives recruiters and technical reviewers conventional target-role paths before they use the advanced resolver.

Does role-fit add new career statements?

Role-fit routes existing resume, project, architecture-note, structured-data, and API evidence into a faster reviewer path.

Which roles are covered?

The page covers .NET/SQL modernization, Angular/RxJS architecture, Python AI/data pipeline boundaries, AI memory/handoff, and technical mentoring or architecture lead paths.