The latest articles on DEV Community by Harsh Tiwari (@sparrow07). https://dev.to/sparrow07 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4143728%2Fe601041e-e31f-4efe-aff6-a094751546fa.jpg https://dev.to/sparrow07 en Harsh Tiwari Sat, 26 Sep 2026 09:29:51 +0000 https://dev.to/sparrow07/how-i-built-truthscanml-fake-news-detection-with-ml-35ni https://dev.to/sparrow07/how-i-built-truthscanml-fake-news-detection-with-ml-35ni <p>I built TruthScanML — an AI-powered fake news detector that combines <br> offline ML (TF-IDF + Logistic Regression) with multi-source online <br> evidence scoring.</p> <p>🔗 Live: <a href="https://truthscanml.streamlit.app" rel="noopener noreferrer">truthscanml.streamlit.app</a><br> 🔗 Portfolio: <a href="https://sparrow07.me" rel="noopener noreferrer">sparrow07.me</a></p> <h2> What it does </h2> <ul> <li>Offline ML model for initial classification</li> <li>Online evidence from multiple sources</li> <li>Credibility &amp; freshness scoring</li> <li>NLI-assisted verification</li> </ul> <h2> - Honest INCONCLUSIVE verdicts when unsure </h2> <p>I'm Harsh Tiwari (Sparrow07) — check out my full <br> developer portfolio at <a href="https://sparrow07.me" rel="noopener noreferrer">sparrow07.me</a> <br> for more projects and contact info.</p> <p>Built with Python, FastAPI, Streamlit, scikit-learn.</p> ai webdev machinelearning python