Reviewer path / Enterprise Validated
Machine Intelligence / AI Systems Architect
Audience: CTO, VP Engineering, AI platform leader, principal architect
Multi-agent coordination, persistent AI memory, local LLM/runtime infrastructure, governed workflows, and enterprise integration built on production software architecture.
| Resume evidence | Proof pages | Architecture Notes |
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- Multi-Agent Memory source-available reference implementation
- UAIX and typed .uai continuity model
- 32 public NuGet packages with 21K+ cumulative downloads
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Context: Claims describe public source, package-registry evidence, and user-confirmed architecture work. They do not imply model training, autonomous production operation, or undisclosed customer scale.
machine intelligence multi-agent systems agent coordination persistent AI memory LLM infrastructure enterprise AI integration
Reviewer path / Enterprise Validated
Multi-Agent Systems / AI Memory Architect
Audience: AI engineering manager, agent-platform reviewer, staff/principal engineer
External-agent coordination through registered identities, scoped context, reviewed durable memory, project rooms, messaging, and conflict-aware hash/lease ownership.
| Resume evidence | Proof pages | Architecture Notes |
|---|
- Multi-Agent Transactive Memory reference implementation
- Local .uai startup and recovery continuity
- Human review and explicit source/claim boundaries
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Context: The public implementation supports coordination for external agents; it does not host the agents, provide distributed consensus, or establish production-at-scale adoption.
MATM external agents identity scoped access durable memory meeting rooms current messages edit claims leases human review
Reviewer path / Enterprise Validated
.NET / SQL Modernization Lead
Audience: CTO, VP Engineering, modernization hiring manager
Legacy rescue, ASP.NET Core/C# modernization, SQL Server business-rule preservation, automated parity validation, and maintainable architecture.
| Resume evidence | Proof pages | Architecture Notes |
|---|
- ASP.NET Core, C#, Razor Pages, EF Core, ADO.NET, SQL Server
- Automated comparison screens and test coverage for legacy behavior validation
- Technical mentoring on SOLID, testing, design patterns, and maintainability
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Context: Production experience is supported by the clean resume baseline. Use reviewed source material for employer details, system internals, or dates beyond the approved source map.
C# ASP.NET Core SQL Server EF Core ADO.NET legacy modernization parity validation
Reviewer path / Current Architecture Work
Angular / RxJS Architecture Reviewer Path
Audience: Front-end architect, senior engineer, technical reviewer
Angular/RxJS architecture with TypeScript DTO contracts, reactive data-access stores, SSR/SSG, hydration, security boundaries, and testing strategy.
| Resume evidence | Proof pages | Architecture Notes |
|---|
- Angular appears in LongTerm Software Solutions experience
- TypeScript appears across production roles
- QUnit and client-side testing are supported by the clean resume baseline
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Context: Angular experience is represented through confirmed professional work, with current Angular/RxJS examples available for technical review.
Angular TypeScript RxJS SSR SSG hydration SEO-first rendering enterprise UI architecture
Reviewer path / Current Architecture Work
Python AI/Data Pipeline Boundary Path
Audience: AI/data engineering reviewer, full-stack architect, CTO
Python is positioned as a service-layer boundary for validation, enrichment, metadata handling, evidence-supported AI output, and human-reviewed publication workflows.
| Resume evidence | Proof pages | Architecture Notes |
|---|
- Python is listed in the approved technical skills baseline
- AI-assisted development, semantic search, and LLM tooling are supported by the clean resume baseline
- Public project evidence remains evidence-supported until approved
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Context: Python project lanes are tied to public project metadata, service-boundary examples, and confirmed evidence where available.
Python metadata validation AI/data pipeline evidence-supported output quality checkpoints
Reviewer path / Confirmed Experience
AI Memory / Handoff Architecture Path
Audience: AI reviewer, agent-workflow reviewer, technical lead
UAIX-style memory package tooling, project handoff, file handoff, compact AI handoff memory and curated technical notes, portfolio notes, and review boundaries.
| Resume evidence | Proof pages | Architecture Notes |
|---|
- AI-assisted engineering and prompt engineering are supported by the clean resume baseline
- UAIX and LLMWikis are approved public platforms
- Memory and handoff files are repository-local documentation, context and continuity material
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Context: AI memory and handoff files demonstrate structured context transfer, quality checkpoints, and delivery continuity patterns.
UAIX .uai AI memory project handoff file handoff portfolio notes review
