Muhammad Uzair R.

Key Skills

Software

Other

Top Subject Matter

LLM evaluation and quality review

Marketing data analysis and quality/process support

Digital Marketing (Web design & development, SEO, Lead Generation)

Top Data Types

Text

Top Task Types

Classification

Data Collection

Entity (NER) Classification

Freelancer Overview

LLM Reviewer (Freelance). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Power BI. Education includes Master of Science, Ulster University (2025) and Master of Business Administration, National University of Computer and Emerging Sciences (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

LLM Reviewer (Freelance) at Outlier London, UK (10/2024 - Present)

OtherText

Reviewed LLM outputs across varied prompts and contexts, focusing on accuracy, relevance, coherence, and factual correctness. Performed comparative evaluations of multiple model responses and provided detailed feedback and annotations to improve output quality. Developed evaluation methodologies to enhance AI-generated content trustworthiness and reliability. • Rated responses based on coherence, factual correctness, and alignment with expected standards. • Provided annotated feedback to refine LLM performance and response reliability. • Ensured outputs met accuracy and relevance requirements for diverse tasks and contexts. • Contributed to ongoing AI model optimization and research and development efforts.

2024 - Present

Business Development Analyst at Obsons Pharmaceuticals, Lahore, PK (09/2021 - 11/2023)

OtherTextClassificationEntity (NER) Classification

Collected and interpreted complex datasets to support marketing strategy decisions and performance tracking. Managed data-driven project monitoring and used insights to reduce costs while improving campaign efficiency. Built Power BI visualization tools and documented system processes to improve understanding and productivity within the team. • Collected and interpreted datasets used for marketing strategy development. • Tracked performance across multiple marketing projects and reported actionable insights. • Developed Power BI visualizations to illustrate client purchasing trends. • Defined and documented system processes to improve task efficiency and support deployment testing.

2020 - 2021

Education

Work History