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Zomato’s Backend Architecture | Rider Assignment System from Scratch Java LLD + Kafka + Redis 🔥

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Ever wondered how Zomato assigns the best possible rider to your order in under 1 second?
In this video, we’ll break down the real-world low-level design (LLD) of the Rider Assignment System used by apps like Zomato, Swiggy, and Uber Eats — and implement it in Core Java from scratch! 🚴♂️💨
🔍 What You’ll Learn:
✅ Rider scoring algorithm (distance, idle time, traffic, rating)
✅ Retry logic & radius expansion
✅ Kafka event flow (restaurant_accepted, rider_rejected, DLQ)
✅ Redis GeoHashing & nearby rider lookup (explained)
✅ Real-time notifications & system monitoring
✅ Edge case handling in production systems
✅ Clean, testable Java LLD using design patterns
💻 Tech Stack Covered:
Core Java
Kafka (theory & flow)
Redis (Geo indexing)
Real-world industry practices
System Design Thinking
🎯 Who Should Watch?
Aspiring Backend Developers
Students preparing for LLD/System Design rounds
Java & Spring Boot Engineers
Anyone curious about how food delivery works at scale
✨ Don’t just write backend — think like an architect.
🔥 Drop a comment if you want the Spring Boot + Kafka version next!
📌 Subscribe for more real-world projects & LLD deep dives!
In this video, we’ll break down the real-world low-level design (LLD) of the Rider Assignment System used by apps like Zomato, Swiggy, and Uber Eats — and implement it in Core Java from scratch! 🚴♂️💨
🔍 What You’ll Learn:
✅ Rider scoring algorithm (distance, idle time, traffic, rating)
✅ Retry logic & radius expansion
✅ Kafka event flow (restaurant_accepted, rider_rejected, DLQ)
✅ Redis GeoHashing & nearby rider lookup (explained)
✅ Real-time notifications & system monitoring
✅ Edge case handling in production systems
✅ Clean, testable Java LLD using design patterns
💻 Tech Stack Covered:
Core Java
Kafka (theory & flow)
Redis (Geo indexing)
Real-world industry practices
System Design Thinking
🎯 Who Should Watch?
Aspiring Backend Developers
Students preparing for LLD/System Design rounds
Java & Spring Boot Engineers
Anyone curious about how food delivery works at scale
✨ Don’t just write backend — think like an architect.
🔥 Drop a comment if you want the Spring Boot + Kafka version next!
📌 Subscribe for more real-world projects & LLD deep dives!
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