Near Real Time monitoring of satellite image time-series

My experiments in weaponizing ONOS applications (https://github.com/opennetworkinglab/onos)

SpectrumAlert is a real-time ham radio monitoring tool that scans frequencies, detects signal anomalies, and identifies modulation types (AM, FM, USB, LSB, QAM, etc.). Using machine learning and MQTT, it publishes anomalies, signal strength, and receiver coordinates for remote monitoring and alerts. Projected paused Until lab rebuild

Anomaly Detection: Nelson Rules for Control Chart - Python implementation

Find data concentration patterns and hotspots. Built for fraud detection and risk analysis.

Automatically detect damage on wood

Detect anomalies in stock market

A real-time anomaly detection system for Raspberry Pi that monitors sensor data and uses machine learning to detect abnormal behavior patterns.

Automated system for detecting KPI anomalies using Median + MAD and triggering daily alerts through BI automation.

Outlier/Anomaly detection using Prophet and Altair

Detecting weather anomalies for Dublin Airport

Anomaly Detection on Audio MNIST (Digit "Six") with Self-Supervised Exploration

KNN algorithm in big data for the detection of anomalies using Apache Spark and Scala

To enhance operational efficiency and provide actionable insights into emergency room performance, we need to create a Hospital Emergency Room Analysis Dashboard in Power BI. This solution will enable stakeholders to track, analyze, and make data-driven decisions regarding patient management and service optimization.

Web application for detecting anomalies

Golden‑Ratio Earthquake Prediction with Animal Anomalies

This project implements an intelligent anomaly detection system for satellites

Hybrid anomaly-based intrusion detection system

The goal of this project is to develop an automatic classification system for exotic fruits based on numerical features using the K-nearest neighbors (K-NN) algorithm