Portfolio Developer Technical

Full-Stack AI/ML Engineer

CODA Operating Intelligence Platform

BSSShipped proof 5Families $500KAsk 18 moRunway

Branded

Projects

All modes · Technical

CODA Operating Intelligence Platform

Turning institutional operations into governed, auditable software systems.

BSS is the shipped proof. Requirement Intelligence is the next product. CODA is the platform.

Signed institutional platformBSS

Services revenue collected$10K+

Base annualized proof contract$2,190+

Proof verticals5

Operational signals observed1.7M+

Requirement IntelligenceUAT engine live

Automatic approvals0

AI postureEvidence-only

DecisionsHuman-confirmed

AI/GQI/prompt packs/control cycle do not authorize production. No automatic Requirement field mutation from presentation routes.

Source adapters → SourceSignal → classification → correlation → diagnosis → evidence.

Deterministic services; codebase reality check; file-backed candidate review.

GQI, Prompt Packs, and Control Cycle do not authorize production or approve requirements.

RequirementPrompt artifacts — no automatic Requirement field mutation.

/requirements/intelligence/, /ai_services/source-candidates/, reconciliation queue.

Evidence-onlyNo automatic approvalHuman-confirmed decisionsProduction guarded