Production
case studies.
Deep-dives on the systems that mattered — architecture decisions, trade-offs, and outcomes from production AI/LLM, fintech, and cloud-native deliveries.
PROMPTLY SOCRATIC SPECS
Socratic AI requirements workspace built on FastAPI and Anthropic Claude. Cross-examines fuzzy product language, extracts structured specs, keeps a logic graph and PRD in sync, and freezes shareable developer handoffs — not another generic AI writer.
SBA LOANS HQ
Multi-tenant SBA lending SaaS for U.S. acquisition financing — AI document processing with AWS Textract OCR and Google Gemini, stage-based automation on AWS Lambda, and DocuSeal-powered e-signature flows. Higher revenue, lower ops drag, fully visible pipelines.
QUANTA AI DASHBOARD
Browser-based natural-language SQL dashboard for PostgreSQL and MySQL. Schema-aware prompt engineering, SELECT-only LLM safety enforcement, AES-256-GCM credential vaulting, and live charts powered by Google Gemini and Anthropic Claude.