LookPrior – Fashion Marketplace & Video Commerce Platform
Project Description: LookPrior is a video-first fashion marketplace built to improve trust and transparency in online buying. Instead of relying on static images, the platform allows sellers to showcase clothing and accessories through short-form videos, helping buyers better understand product quality, fit, and real-world appearance. I led the development of the platform with a focus on performance, scalability, and user experience. A key challenge was handling video content efficiently without slowing down the application. I implemented optimized media handling using compression, lazy loading, and CDN-based delivery to ensure fast load times and smooth playback, especially on mobile devices. Technologies Used: -Frontend: React, mobile-first responsive design, optimized rendering for media-heavy UI -Backend: Node.js with structured REST APIs and scalable service design -Database: MongoDB with indexing for efficient search and filtering -Media Handling: Video upload pipeline with compression, lazy loading, and CDN delivery -Search & Filtering: Optimized query logic for fast and relevant product discovery -Authentication & Security: Secure auth flows and input validation -Integrations: Payment processing, inventory logic, and social sharing -Deployment: Cloud hosting, caching strategies, and performance monitoring Key Achievements: -Increased buyer confidence through video listings: Users relied less on messaging and felt more confident making decisions after viewing product videos. -Improved performance for media-heavy pages: Reduced load time issues by optimizing video delivery, resulting in smoother mobile experience. -Designed scalable listing architecture: Built a flexible system that supports future enhancements without major refactoring. -Enhanced product discovery: Improved search and filtering based on user behavior, leading to more efficient browsing.



