hackquest logo

Autonomous_AI_Agent_to_gather_Information

Our project features an Autonomous AI Agent that automates data collection, curation, and model building. It continuously updates models with real-time data, ensuring accuracy and adaptability.

ビデオ

説明

🚀 AutoData Agent: The Self-Learning AI Data Scientist

🔍 Problem Statement:

  • Manual data workflows are broken! 80% of AI projects fail due to:

    • 🐌 Slow labeling: Human annotation is expensive & time-consuming

    • 🧩 Data chaos: Scattered sources (Twitter/Reddit/news) in messy formats

    • 📉 Stale models: Static datasets decay rapidly in fast-changing domains

💡 Our Revolution:
A fully autonomous AI agent that:

  1. 🌐 Self-collects fresh data from diverse sources

  2. 🏷️ Auto-labels using cutting-edge LLMs (DeepSeek/Gemini)

  3. 🧠 Continuously trains models that evolve with trends

✨ Why This Matters?

  • 10x faster AI development cycles

  • Zero manual labeling costs

  • Always up-to-date insights for finance/healthcare/social trends

ハッカソンの進行状況

We have almost completed all the task, only the integration and data scraping of youtube is remaining to dynamic styling of UI, so it is little typical,

テックスタック

Python
streamlit
AI/ML
API's

資金調達の状況

no

チームリーダー
MMahesh Singh
オープンソース
業界
SocialFi