Muhammad S.

Key Skills

Software

OneForma

Top Subject Matter

AI response evaluation and localized model training (crowdsourced).

Top Data Types

Text

Top Task Types

Object Detection

Text Summarization

Text Generation

Bounding Box

Classification

Red Teaming

Freelancer Overview

AI Evaluator & Crowd Consultant | Freelance / Crowdsourced Platforms (Telus International, OneForma). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OneForma. Education includes Bachelor of Science, The Islamia University of Bahawalpur (2026). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Evaluator & Crowd Consultant | Freelance / Crowdsourced Platforms (Telus International, OneForma)

OneFormaText

Performed AI response evaluation and model alignment checks on crowd-sourced AI outputs. Contributed to localized data training tracks intended to benchmark performance thresholds. Conducted visual evaluation and technical verification for dynamic crowd pipelines. • Evaluated AI responses for quality and alignment. • Tested and verified outputs within platform workflows. • Supported localized training-track curation for benchmarking. • Reviewed results to ensure consistency across crowd pipeline stages.

2025 - Present

Education

Work History