Clickdetect - generic and no vendor lock-in threshold based detection

A real-time, offline drowsiness detection system that monitors eye closure using OpenCV and triggers an instant alert to prevent microsleep. Built with privacy-first design, it runs entirely on-device with zero data sharing or internet dependency.

Cyber-Physical Event Bridge Prototype

Advanced RDP Login Monitoring & Alert System built with Python. Detects, analyzes, and alerts suspicious Remote Desktop login attempts in real-time using Windows Event Logs. Designed for cybersecurity monitoring, SOC operations, and threat detection.

End-to-end implementation of "CCTV-EDR: CCTV-based Emergency Detection & Response System", released for reproducibility and reusability.

A lightweight uptime and latency monitoring tool built with Motia and Node.js that tracks service availability, measures response times, and triggers alerts for performance issues.

A life-safety-critical environmental monitor for cryogenic liquid nitrogen freezers, featuring deterministic multicore C++ execution, NVIDIA CUDA acceleration, and Edwards FireWorks relay integrations.

Python-based system resource monitoring tool that tracks CPU, memory, disk, and network usage and generates configurable alerts with logging and metric storage capabilities.

AlertOps — A multi-tenant backend alerting & escalation platform with JWT-based access control, rule-driven workflows, delayed retries via RabbitMQ, and crash-safe recovery.

The business name of the proposed project is "SafeTechs". Furthermore, this project aims to boost the current rescue operations & road safety methodologies in Sri Lanka by utilizing digital technologies. To experience this platform, Join Now.

Analytics project delivering real‑time visibility of premium limits across complex portfolios. Transforms raw submissions into forward‑looking risk intelligence with early‑warning thresholds and capacity insights, enabling controlled growth, revenue protection, and governance‑ready decision‑making.

Automated bot for web monitoring and real-time alert system.

Real-time budget monitoring system built on a PostgreSQL state machine. Tracks project burn rates, detects HEALTHY → WARNING → CRITICAL transitions, and fires webhook alerts only on state changes eliminating duplicate alert noise. Idempotent writes, DLQ on API failure.

AI agent that monitors financial news and detects meaningful sentiment shifts using LLM-based analysis and persistent context.

The Weather Email Alerts Management Platform is a robust, self-hosted system designed to provide hyper-local, customizable weather and operational alerting services via email. It moves beyond generic public weather notifications by allowing organizations to define specific, actionable alert criteria tailored to unique safety and operational needs.

AWS cost anomaly detection system. Monitors resource spending, detects budget threshold breaches, and triggers alerts before overruns occur.

🛰️ 3. parti API'lerin response schema değişikliklerini otomatik tespit eden, severity-aware monitoring sistemi. Plugin tabanlı (alert kanalı · auth · storage runtime plugin). FastAPI + APScheduler + deepdiff. Web Dashboard, REST API, .NET/Laravel middleware'leri ve changelog watcher dahil.

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