Advanced AI Technology

AI Models

Discover the cutting-edge artificial intelligence models and algorithms that power our influencer valuation system with unprecedented accuracy.

Multi-Model Architecture

Large Language Models
Advanced NLP for content analysis
GPT-4 IntegrationActive
Claude-3 SonnetActive
Gemini ProActive
Predictive Models
Market cap estimation algorithms
XGBoost Ensemble94.2%
Neural Networks91.8%
Random Forest89.5%
Deep Learning
Pattern recognition & analysis
Transformer Models96.1%
CNN Analysis93.7%
LSTM Networks90.3%

Core Technologies

Data Processing Pipeline

Real-time Data Ingestion

Continuous collection from 15+ social media platforms

Multi-dimensional Analysis

Engagement, sentiment, reach, and demographic data processing

Feature Engineering

Advanced feature extraction and normalization algorithms

Pump Activity Detection

Anomaly Detection

Identifies unusual engagement patterns and artificial inflation

Market Manipulation Analysis

Detects coordinated pump activities and bot networks

Risk Assessment

Calculates manipulation risk scores and confidence intervals

Performance Metrics

94.2%
Prediction Accuracy
98.7%
Fraud Detection
15M+
Data Points Analyzed
<30s
Average Processing Time
Technical Specifications

Data Sources

  • • Instagram API & Web Scraping
  • • TikTok Analytics Integration
  • • YouTube Data API v3
  • • Twitter/X API v2
  • • LinkedIn Professional API
  • • Twitch Helix API

Infrastructure

  • • AWS GPU Clusters (A100)
  • • Kubernetes Orchestration
  • • Redis Caching Layer
  • • PostgreSQL Data Warehouse
  • • Apache Kafka Streaming
  • • Docker Containerization

AI Frameworks

  • • PyTorch & TensorFlow
  • • Hugging Face Transformers
  • • OpenAI API Integration
  • • Anthropic Claude API
  • • Google Vertex AI
  • • Custom CUDA Kernels

Continuous Innovation

Our research team continuously improves our models with the latest advances in AI, machine learning, and blockchain technology to maintain industry-leading accuracy.

50+
Research Papers
12
PhD Researchers
24/7
Model Training