Greedy on graph

Last updated: May 22, 2026

Quick Overview

Apply the Two Pointers algorithm on a string to solve this optimization problem.

HubSpot
Coding & Algorithms
Machine Learning Engineer
HubSpot
May 22, 2026
Machine Learning Engineer
Take-home Project
Coding & Algorithms
Medium

242

7

2,349 solved


Apply the Two Pointers algorithm on a string to solve this optimization problem.

This coding problem is frequently asked during Take-home Project at HubSpot. The interviewer is testing your ability to translate a problem into clean, working code while discussing time and space complexity. HubSpot expects candidates to write production-quality code, not just solve the puzzle.

What the Interviewer Expects
  • Recognize the underlying problem pattern (sliding window, two pointers, BFS/DFS, etc.)
  • Discuss multiple approaches and trade-offs before coding
  • Implement an optimal solution with clean, production-quality code
  • Handle all edge cases including boundary conditions and invalid input
  • Optimize both time and space complexity with clear justification
  • Test your solution systematically with well-chosen examples
Key Topics to Cover
Sorting and searching
Edge cases and input validation
Tree structures and recursion
Graph algorithms and traversal
Data structure selection and trade-offs
How to Approach This
  1. Clarify input constraints and edge cases before writing code.
  2. Walk through your approach verbally and confirm with the interviewer before coding.
  3. Start with a brute force solution, then optimize. Mention time and space complexity.
  4. Test your solution with examples, including edge cases like empty input or duplicates.
  5. Consider common patterns: sliding window, two pointers, hash map, BFS/DFS, dynamic programming.
Possible Follow-up Questions
  • What is the worst-case input for your solution?
  • Can you solve this iteratively instead of recursively (or vice versa)?
  • What if the input doesn't fit in memory?
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