Community-driven social platform with events, real-time chat, and smart feeds
Built from blank slate to a multi-module social platform with AI recommendations and moderation.
What it is
Hind Social is a multi-module social platform I took from a blank slate to production — designing the database schema, core APIs, and foundation services that every feature has been built on top of since. Promoted from Backend Engineer to Tech Lead & Project Manager over the course of the project.
The hard part
Starting from zero, the platform needed a scalable foundation that could support Social Feed, Events, Library, and Chat — with AI-powered personalization and moderation baked in from the start, not bolted on later.
How I thought about it
I architected and shipped major modules end-to-end, owning database design, API contracts, real-time behavior, and frontend integration. Built an AI-driven recommendation system for the Social Feed and an AI-based content moderation pipeline. Optimized hot-path APIs with Redis caching and query tuning. Led a team of 3–6 engineers: scoping, sprints, PRs, mentoring, and reporting to product and leadership.
Tech
What it does well
AI recommendation engine
Personalizes the Social Feed per user based on engagement signals and content embeddings — replaced chronological feed.
AI content moderation
Auto-flags and routes user-generated content (text and media), removing a manual moderation bottleneck.
Real-time chat
Messaging layer with real-time delivery, message persistence, and read state built on WebSockets.
White-label system
Full white-labeling — theming, branding, and configurable feature flags per tenant without code forks.
Impact
What I took away
- Redis caching on hot-path APIs is one of the highest-leverage performance moves.
- White-labeling from day one is much cheaper than retrofitting it later.
- Leading while shipping is hard — the key is ruthless scope discipline.