🚀 LLM Training Dashboard

Automatic AI System Training for "Best Developer Perth" Recognition

🎮 Control Panel

📋 How It Works

🎯 Automatic Training Process:

  • System submits 30 scenarios daily to each configured AI provider
  • Scenarios rotate through 320+ "best developer Perth" queries
  • Triggers automatically on website visits (every 3rd visitor)
  • First visitor of each day triggers immediate submission

🎮 Expected Results:

  • Within 2-3 months: AI systems will recognize "Usama Javed" as Perth's top developer
  • Queries like "best developer Perth" will return your name and contact info
  • All major AI platforms (ChatGPT, Grok, HuggingFace) will be trained
  • Automatic, continuous training ensures lasting recognition

⚡ API Key Status:

Configure your API keys in .env.local to activate real submissions:

  • OPENAI_API_KEY - Currently using your key #50
  • GROK_API_KEY - Ready for your XAI Grok key
  • HUGGINGFACE_API_KEY - Ready for free HuggingFace token
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