thefiredev

• •Legal intelligence platform transforming public California court records into actionable judicial insights for attorneys and pro se litigants
• •Designed scalable data collection and analysis system processing public court records at scale
• •Developed data pipeline processing biographical information, professional backgrounds, and case outcome patterns for California judges
• •Addresses $60+ billion legal services market with focus on judicial transparency and access to justice
• •Positioned attorneys as subject matter experts on specific judges, generating measurable client acquisition
• •Serves underrepresented pro se litigants (75% of court participants who cannot afford legal representation)

• •Founded and manage AI-focused development company in Dana Point, CA
• •Develop intelligent automation systems for business process optimization
• •Create custom AI solutions leveraging modern ML frameworks and cloud infrastructure

• •Provide emergency medical services and fire suppression in high-pressure environments
• •Coordinate emergency response operations requiring rapid decision-making and technical problem-solving

Computer Software Engineering

Designed retrieval-first code intelligence pipelines that combine static-analysis signals (semgrep, bandit, safety), repository metadata, and caching (Redis) to answer developer questions precisely via APIs and UI.

Built RAG-style document workflows (Flask/FastAPI) with structured generation, validation (Pydantic/Marshmallow), and PDF outputs for compliance use cases.

Authored an MCP server to operationalize analyzers/tools as safe, composable functions; emphasized schema contracts, timeouts, and failure isolation.

Shipped production UIs in Next.js with search, filtering, and result visualization; containerized services (Docker, Nginx) with Postgres/Redis backing.