https://porushy.github.io/tags/anomaly-detection/Anomaly DetectionHugoBlox Kit (https://hugoblox.com)en-usMon, 20 Jul 2026 00:00:00 +0000https://porushy.github.io/media/icon_hu_6a46348f2384c7d5.pnghttps://porushy.github.io/tags/anomaly-detection/https://porushy.github.io/projects/financial-market-surveillance/Mon, 20 Jul 2026 00:00:00 +0000https://porushy.github.io/projects/financial-market-surveillance/<p>Jul 2026</p> <ul> <li>Built an anomaly-detection model based on an unsupervised learning algorithm called Isolation Forest.</li> <li>Detected anomalies in USD-INR exchange-rate data using rolling-volatility features.</li> <li>Detected stress episodes matching real crisis periods (2008 GFC, 2013 taper tantrum, 2020 COVID), along with the recent 2026 rupee depreciation.</li> </ul>