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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.

비디오

설명

🚀 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

해커톤 진행 상황

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,

기술 스택

Python
streamlit
AI/ML
API's

자금 모금 상태

no

팀 리더
MMahesh Singh
부문
SocialFi