Interactive web interface for real-time navigation app built with React, TypeScript and TailwindCSS. Features map visualization, incident reporting, optimized route calculation and QR code sharing. Supports multi-method authentication, real-time alerts and dynamic route recalculation based on current traffic conditions.

A smart obstacle-avoiding robot using STM32F407VG with dynamic speed control and proximity alerts using ultrasonic sensors, buzzer, and LEDs.

RoadSense is a navigation platform that uses bidirectional A* pathfinding and real-time obstacle reporting to deliver the most efficient routes through Kathmandu and Lalitpur, Nepal. It helps users avoid roadblocks, construction zones, and other disruptions by incorporating live community-submitted reports.