WorldSieve — Founder (shoestring startup, AI dark factory)
January 2026 - Present
Key technologies:
- Established a dark factory pattern for locally hosted agentic development using Gemini frontier models. Implemented strict security and code-quality protocols to guide agentic workflows, resulting in high-quality, testable, lint-free pull requests through a shared local LLM context.
- Overhauled the geospatial projection system: integrated d3-geo, NumPy, and SciPy to perform complex geographic mappings and projections for world generation features (tectonics, math engines).
- Built a high-performance, interactive mapping UI: developed a React frontend leveraging paper.js for canvas rendering, implementing complex map features such as fog of war, modular floating toolbars, and dynamic layers.
- Engineered an asynchronous geoprocessing pipeline: designed and deployed a task-queue architecture using Redis and ARQ to handle heavy tectonic math calculations and Voronoi cell generation in the background.
- Optimized deployment and infrastructure: streamlined AWS ECS deployments and database configurations using Bitbucket Pipelines, standardizing deployment variables and improving CI/CD reliability.
- Enhanced API security and reliability: hardened the FastAPI backend with comprehensive rate limiting (slowapi), tightened CORS policies, fixed database timeout issues, and expanded the integration testing suite.