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M
Muhammad R.

Muhammad R.

AI Data Labeling (Training/Evaluation) – McKinsey Forward Program

Pakistan flagLahore, Pakistan

Key Skills

Software

AppenAppen
RemotasksRemotasks

Top Subject Matter

AI/ML concepts
Responsible AI
Analytical Reasoning

Top Data Types

TextText
VideoVideo
AudioAudio

Top Task Types

Text GenerationText Generation
Question AnsweringQuestion Answering
Text SummarizationText Summarization

Freelancer Overview

AI Data Labeling (Training/Evaluation) – McKinsey Forward Program. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Bachelor of Science, University of Engineering & Technology Lahore (2025) and Higher Secondary School Certificate, Pakistan International School (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Labeling (Training/Evaluation) – McKinsey Forward Program

TextText

Engaged in structured evaluation and problem-solving tasks as part of the McKinsey Forward Program, leveraging analytical frameworks for consistent annotation decisions. Applied responsible AI concepts and human-centered technology for quality assessment of AI outputs. Utilized precision thinking, clear documentation, and attention to detail during simulated AI task evaluations. • Used McKinsey’s 7-step methodology to assess hypothetical labeling and annotation scenarios. • Practiced labeling rationale articulation and edge-case flagging using the Pyramid Principle. • Gained exposure to AI tools and responsible deployment practices relevant to human-in-the-loop reviews. • Participated in remote, self-directed work that mirrors professional annotation environments.

2026 - Present

Education

P

Pakistan International School

Higher Secondary School Certificate, General Science

Higher Secondary School Certificate
2024 - 2025
U

University of Engineering & Technology Lahore

Bachelor of Science, Computer Science

Bachelor of Science
2025

Work History

P

Private Business

Data Entry & Records Assistant

Riyadh
2024 - 2025