Technology

RandomGiantNet – AI-Powered Content Discovery Platform

Company Overview

RandomGiantNet is a content discovery and recommendation platform that uses artificial intelligence to help users find relevant articles, videos, and media while maintaining exposure to diverse perspectives.

Core Technology

Recommendation Engine

  • Proprietary hybrid algorithm combining:

    • Collaborative filtering (user behavior patterns)

    • Content-based filtering (semantic analysis)

    • Contextual awareness (time, location, device)

  • Processes 150+ engagement signals

  • Delivers recommendations with 89% relevance accuracy

Key Features

For Users

  • Personalized content feed

  • “Discovery Mode” for new topics

  • Save and organize favorites

  • Cross-platform synchronization

For Content Creators

  • Analytics dashboard:

    • Audience demographics

    • Engagement metrics

    • Content performance

  • Monetization options:

    • Subscription paywalls

    • Sponsored content

    • Affiliate marketing

Technical Specifications

  • Backend: Python 3.9, TensorFlow 2.8

  • Database: PostgreSQL 14, Redis cache

  • Infrastructure: AWS (EC2, RDS, S3)

  • Frontend: React 18, Next.js 12

  • APIs: RESTful architecture

Business Metrics

  • MAU: 1.8 million (as of Q2 2024)

  • Content Partners: 850+ publishers

  • Avg. Session: 9 minutes 15 seconds

  • Retention: 68% at 90 days

Development Roadmap

2024

2025

  • H1: Advanced creator tools

  • H2: AR content exploration

Security & Compliance

  • SOC 2 Type II certified

  • GDPR and CCPA compliant

  • AES-256 encryption

  • Quarterly penetration testing

Getting Started

  1. Sign up at randomgiantnet.com

  2. Complete onboarding survey

  3. Begin exploring content

  4. Refine preferences in settings

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