Clean OCR data and build an LLM dataset

Quick Overview

This question evaluates competency in OCR data cleaning and normalization, dataset engineering for LLM fine-tuning, quality filtering, and evaluation design for text-correction tasks.

Clean OCR data and build an LLM dataset

Company: Microsoft

Role: Machine Learning Engineer

Category: Machine Learning

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates competency in OCR data cleaning and normalization, dataset engineering for LLM fine-tuning, quality filtering, and evaluation design for text-correction tasks.

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Microsoft
Feb 11, 2026, 12:00 AM
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