Unlocking AI-Driven Research Integrity
👋 Hi, I’m Vivek Jaiswal, Founder & Tech Strategist at QBits Marketing Research. We’ve developed TruthGuard, an innovative AI-powered validation platform tackling a staggering $10B+ issue in the data collection industry: fraudulent survey responses.
Our solution features:
- LLM-based semantic verification using cutting-edge models (OpenAI, Anthropic, Azure)
- Vector similarity scoring via Qdrant/Chroma
- Anomaly & pattern detection to identify response duplication
- Adaptive thresholding harnessing live dataset feedback
TruthGuard handles 100K+ responses daily with over 99% accuracy, slashing operational costs by 60% for our enterprise clients.
🛠️ I’m seeking feedback on:
- Real-time validation improvements
- Enhanced prompt consistency across LLMs
- Benchmarking accuracy for mixed datasets
👉 Explore the project on GitHub: github.com/vivekjaiswal-ai/truthguard. Your insights and collaborations are highly welcome! Let’s elevate research integrity together! 🚀
