- About yourself and work →
AboutYourself.md
- Benefits of microservices →
BenefitsOfMicroservices.md - Difference between monolithic and microservices →
microservices/MonolithicVsMicroservices.md - What is Circuit Breaker? →
microservices/CircuitBreaker.md- Code Implementation →
src/main/java/com/epam/microservices/CircuitBreakerImpl.java
- Code Implementation →
- What is SAGA Pattern? →
microservices/SagaPattern.md - How to scale a microservice? →
microservices/ScalingMicroservice.md
- What is behavioral design pattern? →
design-patterns/DesignPatterns.md - Different types of design patterns →
design-patterns/DesignPatterns.md- Strategy Pattern Code →
design-patterns/StrategyPattern.java
- Strategy Pattern Code →
- What is SOLID principles? →
system-design/SOLID.md- SRP (Single Responsibility)
- OCP (Open/Closed)
- LSP (Liskov Substitution)
- ISP (Interface Segregation)
- DIP (Dependency Inversion)
- What is CAP Theorem? →
system-design/CAP-Theorem.md - What is Polyglot Persistence? →
system-design/PolyglotPersistence.md
- 3rd highest salary in SQL query →
database/Top3Salary.sql - What is 1 at the end in query? →
database/Top3Salary.sql(explained in comments) - Why MongoDB is better than MySQL →
src/main/java/com/epam/comparisons/MongoDBvsMysql.java
- Things to consider when designing Paytm service →
DesigningPaytm.md - Features the service should have →
DesigningPaytm.md - Architecture design →
DesigningPaytm.md - Database design →
DesigningPaytm.md - Handling failures →
DesigningPaytm.md - Scaling strategy →
DesigningPaytm.md
- Do you know Kafka? →
tools/Kafka.md - Do you know Jenkins? →
tools/Jenkins.md
AboutYourself.md 1 file
BenefitsOfMicroservices.md 1 file
DesigningPaytm.md 1 file
microservices/
├── CircuitBreaker.md 1 file
├── MonolithicVsMicroservices.md 1 file
├── SagaPattern.md 1 file
└── ScalingMicroservice.md 4 files
design-patterns/
├── DesignPatterns.md 1 file
└── (StrategyPattern.java - code)
system-design/
├── SOLID.md 1 file
├── CAP-Theorem.md 1 file
└── PolyglotPersistence.md 3 files
database/
└── Top3Salary.sql 1 file
tools/
├── Jenkins.md 1 file
└── Kafka.md 1 file
Total: 18 markdown files covering ALL theoretical questions
design-patterns/
└── StrategyPattern.java 1 file (Payment methods)
microservices/
└── CircuitBreakerImpl.java 1 file (Resilience4j implementation)
comparisons/
└── MongoDBvsMysql.java 1 file (Database comparison)
Total: 3 comprehensive code files with detailed comments
database/
└── Top3Salary.sql 4 solutions + explanations
| # | Question | Resource | Type |
|---|---|---|---|
| 1 | About yourself and work | AboutYourself.md | Theory |
| 2 | Benefits of microservices | BenefitsOfMicroservices.md | Theory |
| 3 | Difference b/w monolithic & microservices | microservices/MonolithicVsMicroservices.md | Theory |
| 4 | What is behavioral design pattern | design-patterns/DesignPatterns.md | Theory |
| 5 | Different types of design patterns | design-patterns/DesignPatterns.md | Theory |
| 6 | What is circuit breaker | microservices/CircuitBreaker.md + Code | Theory + Code |
| 7 | What is SAGA pattern | microservices/SagaPattern.md | Theory |
| 8 | How to scale a microservice | microservices/ScalingMicroservice.md | Theory |
| 9 | What is SOLID principles | system-design/SOLID.md | Theory |
| 10 | What is CAP theorem | system-design/CAP-Theorem.md | Theory |
| 11 | What is Polyglot persistence | system-design/PolyglotPersistence.md | Theory |
| 12 | Design Paytm service | DesigningPaytm.md | System Design |
| 13 | Features of Paytm service | DesigningPaytm.md | System Design |
| 14 | Why MongoDB better than MySQL | MongoDBvsMysql.java | Comparison |
| 15 | 3rd highest salary SQL | database/Top3Salary.sql | SQL |
| 16 | What is 1 at end of query | database/Top3Salary.sql | SQL |
| 17 | Do you know Kafka | tools/Kafka.md | Theory |
| 18 | Do you know Jenkins | tools/Jenkins.md | Theory |
- About Yourself
- Benefits of Microservices
- Monolithic vs Microservices
- Design Patterns Introduction
- Read all design patterns
- Study Strategy Pattern code
- Try implementing other patterns
- Circuit Breaker (theory + code)
- SAGA Pattern
- Scaling strategies
- SOLID Principles
- CAP Theorem
- Polyglot Persistence
- SQL queries
- MongoDB vs MySQL
- Kafka
- Jenkins
- Design Paytm service
- Practice on paper/whiteboard
- Think about trade-offs
- Review weak areas
- Practice mock interview
- Time yourself answering questions
- Read AboutYourself.md and prepare personal introduction (2 min)
- Understand benefits of microservices vs monolithic
- Know circuit breaker pattern and when to use
- Understand SOLID principles deeply
- Know CAP theorem trade-offs
- Practice Paytm system design (10 min explanation)
- Know SQL queries for finding nth highest
- Understand Kafka and Jenkins basics
- Have 2-3 real-world examples ready
- Listen carefully to the question
- Ask clarifying questions
- Think out loud (show your process)
- Draw diagrams on whiteboard
- Discuss trade-offs
- Mention real projects if applicable
- "What do you do when a service fails?" → Circuit breaker + fallback
- "How do you ensure no double payments?" → Idempotency keys
- "How to scale for 10M users?" → Horizontal scaling + caching + sharding
- "MySQL or MongoDB?" → Depends on use case - explain both
Introduction (2 min)
├─ Channel intro
├─ Topic: EPAM Round 2 Questions
└─ What to expect
Part 1: Personal & Microservices (15 min)
├─ About yourself (2 min)
├─ Benefits of microservices (3 min)
├─ Monolithic vs Microservices (5 min)
├─ Circuit Breaker (5 min with code demo)
└─ SAGA Pattern (3 min)
Part 2: Design Patterns & System Design (15 min)
├─ Behavioral design patterns (3 min)
├─ SOLID Principles (6 min)
├─ CAP Theorem (3 min)
├─ Polyglot Persistence (3 min)
Part 3: Databases & Tools (10 min)
├─ SQL queries (2 min)
├─ MongoDB vs MySQL (3 min)
├─ Kafka (3 min)
└─ Jenkins (2 min)
Part 4: System Design Interview (10 min)
├─ Designing Paytm service (8 min)
├─ Key considerations (2 min)
Conclusion & Tips (3 min)
├─ Interview tips
├─ Final advice
└─ Resources
- Strategy Pattern (Payment methods)
- Circuit Breaker in action
- Monolithic vs Microservices architecture
- Circuit Breaker states
- SAGA pattern flows
- CAP theorem triangle
- Paytm system architecture
- Microservices: Trade-off between complexity and scalability
- Design Patterns: Choose right pattern for the problem
- SOLID: Write maintainable, testable code
- CAP Theorem: Choose 2 out of 3 properties
- Database: Choose based on use case, not hype
- System Design: Think about scale, failure, consistency
✅ 13+ Real Interview Questions - All covered
✅ 18 Markdown Files - Comprehensive theory
✅ 3 Code Files - Practical examples
✅ Real-World Examples - Paytm-like service
✅ SQL Queries - 4 different approaches
✅ Diagrams - 20+ visual explanations
✅ Interview Tips - Best practices included
Everything is prepared:
- ✅ Understand the concepts
- ✅ Know the code
- ✅ Practice the system design
- ✅ Have examples ready
- ✅ Think about trade-offs
Time to shine in your interview! 💎
Last Updated: March 2026