Muhammad I.

Key Skills

Software

Other

Top Subject Matter

Multilingual NLP (Urdu/Hindi/English)

LLM evaluation

long-form narration script quality

Top Data Types

Text

Video

Top Task Types

RLHF

Freelancer Overview

Multilingual Content Creator & AI Scriptwriter (Independent / YouTube Channel). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Claude AI, ChatGPT, and Other. AI-training focus includes data types such as Text and labeling workflows including RLHF, Evaluation, and Rating.

Labeling Experience

Multilingual Content Creator & AI Scriptwriter (Independent / YouTube Channel)

TextRLHF

AI-assisted multilingual text generation and manual RLHF-style evaluation for long-form narration scripts. Assesses AI outputs for accuracy, tone alignment, formatting consistency, and overall quality against detailed style guides. Applies instruction-following and error-detection practices to refine prompts and outputs for reliable dataset-like text behavior. • Generated and evaluated Roman Urdu/Hindi narration scripts from English sources • Checked outputs for factual errors, tone mismatches, and formatting inconsistencies • Maintained narration voice, character naming, gender agreement, and script structure rules • Conducted research and fact-checking to ensure output correctness

2024 - Present

YouTube Content Researcher (Multiple Channels) (Independent)

OtherText

Content performance evaluation and scripted content adaptation using qualitative quality judgment. Translates research insights into structured scripts and refines content to match audience preferences and clarity requirements. Demonstrates instruction-following accuracy and output-quality assessment that align with labeling and rating workflows. • Researched and scripted content across gaming, motivation, and animals • Evaluated content performance and adapted scripts to audience preferences • Managed pipeline independently: research → scripting → AI voiceover → video editing → publishing • Produced consistent, well-structured outputs using rule-based scripting practices

2022 - Present

Education

Work History