I recently interviewed for the SDE-3 role at Rupeek and wanted to share my complete experience because while preparing, I could not find many
detailed experiences for senior-level interviews at the company. Hopefully this helps developers preparing for backend engineering, system design
and senior software engineer interviews.
The overall process was focused less on competitive programming tricks and more on how you think as an experienced engineer. The interviewers were
interested in problem solving, object-oriented design, scalability, concurrency handling and decision-making ability. Since this was for an
experienced role, they expected clear communication and strong reasoning behind every design choice.
I prepared seriously for around 3 months before the interviews. My preparation was mainly focused on Data Structures & Algorithms, Low Level
Design, High Level Design, Java fundamentals, concurrency and object-oriented design principles. One thing I realized after the interviews is that
for senior roles, simply solving coding questions is not enough. You need to explain trade-offs, justify architecture decisions and communicate
like someone who has worked on scalable systems.
The process had 3 rounds in total.
Round 1 – DSA / Coding Round
The first round was a video interview of around 60 minutes. The interviewer started with a short discussion about my previous projects and
the kind of systems I had worked on. After that, we moved directly into coding.
The main coding problem asked was: Size of Largest BST in Binary Tree
The question was based on binary trees and BST validation. At first glance it looked like a normal tree problem, but the interviewer was more
interested in the approach and optimization rather than only the final solution.
The interviewer specifically asked me to explain:
Why brute force would be inefficient
How to validate BST properties efficiently
How information should flow bottom-up in recursion
Time and space complexity analysis
Edge case handling
I started with a naive approach and then optimized it using post-order traversal where each recursive call returned information about:
minimum value
maximum value
subtree size
whether the subtree is BST or not
The interviewer continuously asked follow-up questions while coding. It felt more like a discussion than an exam. They also checked code
structure, variable naming and how cleanly I explained recursion.
One important observation from this round was that communication mattered a lot. Even when I was thinking, the interviewer expected me to explain
my thought process clearly instead of staying silent.
If you are preparing for this round, I would strongly recommend focusing on:
Trees and Binary Search Trees
Recursive DFS-based problems
Bottom-up tree DP concepts
Complexity analysis
Writing production-quality code instead of only and LeetCode style code
Round 2 – Low Level Design (LLD)
The second round was again around 60 minutes and focused completely on Low Level Design.
The interviewer asked me to design a Parking Lot System. Initially the problem sounded straightforward, but the discussion quickly became deeper.
They were not looking for only classes and objects. They wanted to evaluate how well I understood real-world system behavior.
The discussion included:
Different vehicle types
Parking spot allocation strategy
Entry and exit management
Ticket generation
Pricing calculation
Multiple floors
Extensibility of the system
Thread safety and concurrency handling
The concurrency part became very important in this round. The interviewer asked what would happen if multiple vehicles tried to book the same
parking spot simultaneously. We discussed synchronization, locking strategies, race conditions and maintaining consistency in a multi-threaded
environment.
The interviewer also checked whether the design followed SOLID principles and proper object-oriented design practices. They challenged many
assumptions in my design and asked how I would extend the system in the future without breaking existing code.
This round taught me that for senior backend interviews:
Class diagrams alone are not enough
Concurrency knowledge is extremely important
Design patterns should be applied naturally
Extensibility and maintainability matter a lot
If you are preparing for senior LLD interviews, practice problems like:
The final round was the toughest one for me. It was another 60-minute discussion focused entirely on High Level Design.
The problem statement was: Design Ludo
At first, I thought this would mainly test gameplay logic, but the interviewer gradually converted it into a distributed systems discussion.
We discussed:
Multiplayer architecture
Real-time communication
State synchronization
Matchmaking
Handling reconnects
Scalability for thousands of concurrent users
Session management
Fault tolerance
Database selection
WebSockets and event-driven communication
The interviewer wanted me to think like a system architect instead of just a backend developer. Every design choice was questioned:
Why choose this database?
Why not cache this data?
What happens if a node crashes?
How would you reduce latency?
How would you synchronize turns between players?
One thing I appreciated was that the interviewer gave hints whenever I got stuck. The discussion became highly collaborative and practical.
However, I realized later that I could have structured my architecture discussion better. In senior-level HLD interviews, structure matters a lot:
Clarify requirements
Estimate scale
Define APIs
Design components
Discuss database
Discuss scaling
Discuss bottlenecks
Discuss optimizations
Without a structured flow, it becomes easy to miss important areas.
Final Result
Unfortunately, I got rejected after the final round.
Although rejection feels disappointing, this interview helped me understand what companies expect from experienced engineers. For SDE-3 roles,
interviewers evaluate much more than coding ability. They expect:
Strong problem-solving skills
Clean communication
Real-world engineering thinking
System design depth
Concurrency understanding
Confidence in decision-making
My Preparation Tips for Rupeek SDE-3 Interviews
If you are targeting senior backend or SDE-3 level roles at companies like Rupeek, here are a few things I would strongly recommend:
First, do not prepare only DSA. Coding rounds are important, but system design carries huge weight in experienced interviews.
Second, spend serious time on Low Level Design. Many candidates underestimate LLD, but companies now ask deep questions about maintainability, scalability, concurrency and extensibility.
Third, practice explaining your thoughts clearly. Communication is one of the biggest differentiators at senior levels.
Finally, be confident in your decisions. Interviewers may intentionally challenge your design choices to see whether you can defend them logically.
Overall, the interview experience was challenging but genuinely good from a learning perspective. The interviewers were knowledgeable,
interactive and focused on practical engineering rather than memorized answers. Even though I was rejected, the process gave me a clear
understanding of what I still needed to improve for senior software engineering roles.
I recently interviewed for the SDE-3 role at Rupeek and wanted to share my complete experience because while preparing, I could not find many\ndetailed experiences for senior-level interviews at the company. Hopefully this helps developers preparing for backend engineering, system design\nand senior software engineer interviews.
\n
The overall process was focused less on competitive programming tricks and more on how you think as an experienced engineer. The interviewers were\ninterested in problem solving, object-oriented design, scalability, concurrency handling and decision-making ability. Since this was for an\nexperienced role, they expected clear communication and strong reasoning behind every design choice.
\n
I prepared seriously for around 3 months before the interviews. My preparation was mainly focused on Data Structures & Algorithms, Low Level\nDesign, High Level Design, Java fundamentals, concurrency and object-oriented design principles. One thing I realized after the interviews is that\nfor senior roles, simply solving coding questions is not enough. You need to explain trade-offs, justify architecture decisions and communicate\nlike someone who has worked on scalable systems.
\n
The process had 3 rounds in total.
\n
Round 1 – DSA / Coding Round
\n
The first round was a video interview of around 60 minutes. The interviewer started with a short discussion about my previous projects and\nthe kind of systems I had worked on. After that, we moved directly into coding.
\n
The main coding problem asked was: Size of Largest BST in Binary Tree
\n
The question was based on binary trees and BST validation. At first glance it looked like a normal tree problem, but the interviewer was more\ninterested in the approach and optimization rather than only the final solution.
\n
The interviewer specifically asked me to explain:
\n
\n
Why brute force would be inefficient
\n
How to validate BST properties efficiently
\n
How information should flow bottom-up in recursion
\n
Time and space complexity analysis
\n
Edge case handling
\n
\n
I started with a naive approach and then optimized it using post-order traversal where each recursive call returned information about:
\n
\n
minimum value
\n
maximum value
\n
subtree size
\n
whether the subtree is BST or not
\n
\n
The interviewer continuously asked follow-up questions while coding. It felt more like a discussion than an exam. They also checked code\nstructure, variable naming and how cleanly I explained recursion.
\n
One important observation from this round was that communication mattered a lot. Even when I was thinking, the interviewer expected me to explain\nmy thought process clearly instead of staying silent.
\n
If you are preparing for this round, I would strongly recommend focusing on:
\n
\n
Trees and Binary Search Trees
\n
Recursive DFS-based problems
\n
Bottom-up tree DP concepts
\n
Complexity analysis
\n
Writing production-quality code instead of only and LeetCode style code
\n
\n
Round 2 – Low Level Design (LLD)
\n
The second round was again around 60 minutes and focused completely on Low Level Design.\nThe interviewer asked me to design a Parking Lot System. Initially the problem sounded straightforward, but the discussion quickly became deeper.\nThey were not looking for only classes and objects. They wanted to evaluate how well I understood real-world system behavior.
\n
The discussion included:
\n
\n
Different vehicle types
\n
Parking spot allocation strategy
\n
Entry and exit management
\n
Ticket generation
\n
Pricing calculation
\n
Multiple floors
\n
Extensibility of the system
\n
Thread safety and concurrency handling
\n
\n
The concurrency part became very important in this round. The interviewer asked what would happen if multiple vehicles tried to book the same\nparking spot simultaneously. We discussed synchronization, locking strategies, race conditions and maintaining consistency in a multi-threaded\nenvironment.
\n
The interviewer also checked whether the design followed SOLID principles and proper object-oriented design practices. They challenged many\nassumptions in my design and asked how I would extend the system in the future without breaking existing code.
\n
This round taught me that for senior backend interviews:
\n
\n
Class diagrams alone are not enough
\n
Concurrency knowledge is extremely important
\n
Design patterns should be applied naturally
\n
Extensibility and maintainability matter a lot
\n
\n
If you are preparing for senior LLD interviews, practice problems like:
The final round was the toughest one for me. It was another 60-minute discussion focused entirely on High Level Design.
\n
The problem statement was: Design Ludo
\n
At first, I thought this would mainly test gameplay logic, but the interviewer gradually converted it into a distributed systems discussion.\nWe discussed:
\n
\n
Multiplayer architecture
\n
Real-time communication
\n
State synchronization
\n
Matchmaking
\n
Handling reconnects
\n
Scalability for thousands of concurrent users
\n
Session management
\n
Fault tolerance
\n
Database selection
\n
WebSockets and event-driven communication
\n
\n
The interviewer wanted me to think like a system architect instead of just a backend developer. Every design choice was questioned:
\n
\n
Why choose this database?
\n
Why not cache this data?
\n
What happens if a node crashes?
\n
How would you reduce latency?
\n
How would you synchronize turns between players?
\n
\n
One thing I appreciated was that the interviewer gave hints whenever I got stuck. The discussion became highly collaborative and practical.
\n
However, I realized later that I could have structured my architecture discussion better. In senior-level HLD interviews, structure matters a lot:
\n
\n
Clarify requirements
\n
Estimate scale
\n
Define APIs
\n
Design components
\n
Discuss database
\n
Discuss scaling
\n
Discuss bottlenecks
\n
Discuss optimizations
\n
\n
Without a structured flow, it becomes easy to miss important areas.
\n
Final Result
\n
Unfortunately, I got rejected after the final round.\nAlthough rejection feels disappointing, this interview helped me understand what companies expect from experienced engineers. For SDE-3 roles,\ninterviewers evaluate much more than coding ability. They expect:
\n
\n
Strong problem-solving skills
\n
Clean communication
\n
Real-world engineering thinking
\n
System design depth
\n
Concurrency understanding
\n
Confidence in decision-making
\n
My Preparation Tips for Rupeek SDE-3 Interviews
\n
\n
If you are targeting senior backend or SDE-3 level roles at companies like Rupeek, here are a few things I would strongly recommend:
\n
\n
\n
First, do not prepare only DSA. Coding rounds are important, but system design carries huge weight in experienced interviews.
\n
\n
\n
Second, spend serious time on Low Level Design. Many candidates underestimate LLD, but companies now ask deep questions about maintainability, scalability, concurrency and extensibility.
\n
\n
\n
Third, practice explaining your thoughts clearly. Communication is one of the biggest differentiators at senior levels.
\n
\n
\n
Finally, be confident in your decisions. Interviewers may intentionally challenge your design choices to see whether you can defend them logically.
\n
\n
\n
Overall, the interview experience was challenging but genuinely good from a learning perspective. The interviewers were knowledgeable,\ninteractive and focused on practical engineering rather than memorized answers. Even though I was rejected, the process gave me a clear\nunderstanding of what I still needed to improve for senior software engineering roles.
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\n