Maryam

Key Skills

Software

Other

Top Subject Matter

AI system performance evaluation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Computer Code Programming

Document

Top Task Types

No task types listed

Freelancer Overview

AI Specialist — Handshake AI (Remote). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Business Administration, Cleveland State University (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Specialist — Handshake AI (Remote)

OtherText

Evaluated AI-generated outputs across multiple task formats to improve model accuracy, consistency, and reliability. Conducted structured evaluation (eval) tasks to assess AI system performance against established quality standards. Identified response errors, inconsistencies, and edge cases, providing detailed feedback to support model improvement. • Reviewed complex AI-generated content • Validated output quality using analytical and critical-thinking methods • Performed data-driven assessments and performance evaluations for ongoing training and optimization • Fed back findings to improve model behavior and reduce failure modes

2024

Education

Work History