The problem was framed as some kind of spam detection system which made it sound fancier than it was.
Start by clarifying the mapping rules and edge cases, then walk through a small example to validate your understanding. Outline a step-by-step algorithm that handles chunking, character mapping, summation, modulo indexing, and concatenation, and analyze its time and space complexity.
Pro tip: Mention that you would precompute the character-to-number mapping in a dictionary for O(1) lookups, and discuss how to handle edge cases like empty strings or k larger than the email length.
Ask questions to confirm the mapping of letters and punctuation, the behavior when the email length is not a multiple of k, and what to do if the verification string is empty.
Break the problem into steps: slice the email into chunks of size k, map each character to its numeric value, sum each chunk, compute sum modulo the length of the verification string, and pick the corresponding character.
Choose a small email, verification string, and k, and manually compute the output to verify the algorithm and catch any misunderstandings.
State that the time complexity is O(n) where n is the length of the email, and space complexity is O(n) for the output string (or O(1) if we build it incrementally).
Cover cases like empty email, k=0, non-alphanumeric characters, and suggest using a precomputed mapping array for efficiency.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.