Self-contained, AI-designed algal biofuel production systems that can be integrated into existing urban and rural environments, such as rooftops, vertical farms, and community gardens. These pods filter air pollution, support local biodiversity, and produce biofuel for local consumption by leveraging closed loop systems. Units can networked allowing energy sharing and grid independence.