Allan Porras

Entrepreneur

Allan Porras
Revolutionizing Media Management: Automating Content Tagging with Computer Vision and 4Geeks AI Agents

consulting

Revolutionizing Media Management: Automating Content Tagging with Computer Vision and 4Geeks AI Agents

In the modern digital landscape, content is currency. Marketing teams, e-commerce platforms, and media publishers generate thousands of images and video assets daily. However, this wealth of content often becomes a liability due to a single, pervasive bottleneck: metadata. Without accurate tagging, digital assets are essentially invisible. A photographer might

By Allan Porras
Implementing Local-First Architecture: A CTO's Guide to Performance, Resilience, and Data Sovereignty

Engineering

Implementing Local-First Architecture: A CTO's Guide to Performance, Resilience, and Data Sovereignty

In the prevailing cloud-first paradigm, applications are fundamentally thin clients: browsers or mobile apps that act as little more than interactive terminals for a powerful, centralized server. This model, while simplifying deployment, has inherent weaknesses: it is brittle (fails without connectivity), slow (bound by network latency), and raises significant data

By Allan Porras