Areas of Expertise.
The cross-disciplinary intersection of software architecture, artificial intelligence, and growth operations.
Software Systems Architecture
Designing maintainable backend architectures with Laravel and PHP 8.x, robust database modeling in PostgreSQL, and fast edge delivery with Cloudflare.
API Design
Background Workers
Zero-Cold-Start Hosting
Growth Operations & Distribution
Architecting creator audience momentum, organic distribution mechanics, conversion rate optimization, and retention systems.
Distribution Loops
Creator Intelligence
Subscription Models
AI-Assisted Engineering
Deploying bounded multi-agent engineering workflows, local model experimentation via Ollama, and high-performance automated testing.
Local LLMs
Multi-Agent Task Claiming
Human Editorial Oversight
Knowledge Infrastructure
Exploring entity resolution, open knowledge graph ingestion (Wikidata, Wikipedia, DBpedia), data normalization, and provenance tracking.
Canonical Identifiers
Provenance Graphs
Human Editorial Approval