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Harsh Tiwari
Harsh Tiwari

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How I Built TruthScanML — Fake News Detection with ML

I built TruthScanML — an AI-powered fake news detector that combines
offline ML (TF-IDF + Logistic Regression) with multi-source online
evidence scoring.

🔗 Live: truthscanml.streamlit.app
🔗 Portfolio: sparrow07.me

What it does

  • Offline ML model for initial classification
  • Online evidence from multiple sources
  • Credibility & freshness scoring
  • NLI-assisted verification

- Honest INCONCLUSIVE verdicts when unsure

I'm Harsh Tiwari (Sparrow07) — check out my full
developer portfolio at sparrow07.me
for more projects and contact info.

Built with Python, FastAPI, Streamlit, scikit-learn.

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