A bot that uses various APIs to scan links directly inside any discord server automatically

SafePath is a full-stack MERN emergency response platform that enables real-time incident reporting, volunteer coordination, rescue tracking, and smart emergency resource management.

Privacy-first tool for logging nearby Wi-Fi/LAN devices to help identify masked government agents violating civil rights

An AI-powered content moderation system using Python and Hugging Face Transformers. Combines rule-based filtering and machine learning to detect and block toxic, profane, and politically sensitive content, built for developers and communities to create safer, positive online spaces.

Report, map, and receive real-time neighborhood safety alerts with a Go/Gin API, PostgreSQL + PostGIS, and a React + Leaflet map, all containerized with Docker.

AI-powered real-time community safety platform — live crime maps, AI summaries & weather alerts for any US zip code. No signup required.

Practical tools and guides to support our neighborhoods and streets.

🔍 Ensuring community harmony and shielding against ads and harassment with DFA-based offensive language detection. 🌐💬

BeSafe is a campus safety mobile application that provides real-time SOS alerts, GPS-based incident reporting, SafeWalk navigation, and emergency dispatch for students and campus security

A Flutter-based Community Safety mobile application developed using Dart, Firebase Authentication, Cloud Firestore, Firebase Storage, and Flutter Navigation for secure community reporting and communication.

Neighbour Alerts, a MERN stack web app for community based crime awareness, featuring real time maps, incident reporting, and heatmap visualization using React Leaflet, Tailwind CSS, and OSRM routing.

🛡️ SafeGuard MG — An AI-powered community safety assistant built for Madagascar. Offline First, Privacy by Design, Community Powered.

Privacy-first civic integrity and safety mapping concept for careful public-interest records.

End-to-end community security system using YOLOv8, OC-SORT, real-time video streaming, abnormal behavior analysis, and a Blazor dashboard.

���️ MilOjos — Plataforma de Seguridad Colaborativa para Popayán, Cauca, Colombia. Alerta de pánico por gesto (shake), red de cámaras IP comunitarias, protección escolar. Flutter + NestJS + PostgreSQL + WebRTC.

A hyper-local web app designed to enhance community resilience during monsoons by providing real-time alerts, AI-powered news, and a live map.

Your neighborhood isn't AllClear until you are. Parcel-level fire preparedness platform for Jackson County, Oregon — 108k parcels, QR-coded postcards, evacuation zones, and community survey system.

The Global Shift from Social Networking to Hyperlocal Utility. Free Forever.

Open-source, modern AI content moderation

Identifies toxic comments in user-generated content using natural language processing techniques. Helps automate content moderation by flagging potentially harmful comments for review, improving community safety and reducing manual moderation workload. Enables proactive management of user interactions through accurate classification of sentiment.