Creating a Real-Time Multi-User Collaborative Music Production Tool
Real-time multi-user music production tool using WebSockets, Web Audio API, and collaborative editing. Synchronizes timelines, handles conflicting edits, and optimizes for low latency. Scalable architecture with microservices for audio processing and communication.
Creating a Real-Time Traffic Prediction System with LSTM Networks
Real-time traffic prediction using LSTM networks analyzes historical and current data to forecast congestion. It aids urban planning, improves transportation management, and integrates with smart city technologies for better traffic flow.
Leveraging AI for Automated UI/UX Testing in Web Applications
AI revolutionizes UI/UX testing, automating repetitive tasks and spotting issues humans might miss. It analyzes elements quickly, predicts user behavior, and suggests improvements. However, human insight remains crucial for complex scenarios.
Implementing a Peer-to-Peer Video Conferencing App with WebRTC
WebRTC enables browser-to-browser video chat without plugins. Peer-to-peer connections allow direct communication, reducing latency. Challenges include network conditions, scaling, security, and cross-browser compatibility. Screen sharing and other features add complexity.