community-safety

Protidhwani: A community-powered safety intelligence platform for reporting incidents, verifying information, accessing emergency support, and staying connected during crises.

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.

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.

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

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

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.

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

Practical tools and guides to support our neighborhoods and streets.

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.

Community-maintained awareness list of reported bad actors in Africa's technology ecosystem.

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.

Early undergraduate research project analyzing 2016 Allentown police crime data using Excel‑based methods prior to formal training in R, Python, and SAS. Preserved as a foundational exploration of crime patterns, descriptive statistics, and data cleaning workflows completed during initial development of analytical skills. Conducted in 2016..

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

CreaGuard: a persistent Minds agent that protects creators from threats, doxxing, impersonation, scams, and harassment across Discord, Telegram, and YouTube. It remembers repeat offenders across platforms, recommends every action, and learns your standards.

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 real time community safety and emergency response platform for Idoma communities, featuring incident reporting, SMS/USSD support, and a centralized command dashboard.

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