Systems Architect & Framework Developer

Evidence-based methodologies and AI-assisted solutions specialist. Focused on building compliance automation, framework design, and cross-domain pattern recognition systems that deliver measurable outcomes.

Core Skills

Framework Architecture
Designing reusable systems and methodologies across domains. Creates frameworks grounded in evidence and built for practical implementation.

Audit & Compliance
Deep knowledge of compliance frameworks (SMETA 7.0), audit methodology, and quality assurance systems. Expertise in automating complex rule enforcement and documentation analysis.

Evidence-Based Analysis
Systematic approach to evaluating claims, distinguishing verified facts from assumptions, and synthesizing research across multiple sources.

AI Systems Design
Designing multi-layer AI workflows for specific outcomes. Focus on building backward from problems rather than forward from capabilities.

Domain Integration
Ability to work across therapeutic, technical, business, and operational domains while recognizing transferable patterns.

Selected Projects

SMETA Audit Automation
System that processes 100+ page compliance reports in 15–20 minutes versus 3.5 hours, automatically detecting contradictions and rule violations.

CAIF Framework
AI-accelerated action planning system with domain-specific protocols and session continuity for strategic planning.

Truth Engine
Systematic framework for separating fact from fiction through evidence-based reality checking.

Circular Economy Analysis
Methodology for identifying viable resource pathways from waste streams using material flow analysis and life cycle assessment.

Approach

Works backward from actual outcomes rather than forward from available tools. Values verification and evidence over speed and trends. Builds reusable systems designed to work across contexts and problems.

Jimmy Sandwiches is a systems architect with 2.5 years of AI experience who builds frameworks that actually work—150+ of them across compliance, research, and creative domains. His SMETA audit automation compresses 3.5-hour compliance reviews into 15-minute processes, automatically catching contradictions human reviewers miss. He doesn't just use AI tools; he understands why they fail and builds systematic safeguards before problems emerge.

These capabilities position him to tackle the compliance automation challenges most organizations haven't figured out how to approach yet. His framework-first thinking means solutions compound rather than accumulate.

The interesting tension: someone who's built a Truth Engine for separating fact from fiction, now working on making that rigor transferable.