Eman F.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

AI training data quality

trust & safety

and model behavior evaluation

Top Data Types

Text

Computer Code Programming

Top Task Types

Computer Programming/Coding

Data Collection

Function Calling

Red Teaming

Question Answering

Freelancer Overview

AI Trainer at AfterQuery (AI Data & Trust Safety). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Bachelor of Science, UET Lahore (2025). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Evaluation, Rating, and Computer Programming.

Labeling Experience

AI Trainer at AfterQuery (AI Data & Trust Safety)

Don't discloseText

AI Trainer role focused on producing and reviewing training/evaluation data to improve model behavior with careful consistency checks. Worked to identify inconsistencies and edge cases in model outputs and document findings for quality improvement. Applied guideline-based, independent judgment in a fully asynchronous, self-directed workflow. • Evaluate and deliver high-quality training data for AI behavior improvement • Perform inconsistency and edge-case analysis on model outputs • Document findings with forensic-level attention to detail • Ensure adherence to detailed guidelines during asynchronous review

2026 - Present

Python Developer at Shipd

Other

Python Developer experience included security-aware coding and system optimization, but it was not explicitly stated as data labeling or AI training work in the resume. The most relevant AI/data-adjacent contribution was applying structured, evaluation-oriented improvements to databases and systems that support reliable model-adjacent workflows. No direct annotation, labeling, or training-data creation tasks were explicitly described for this role. • Write and optimize Python solutions using data structures & algorithms • Design and improve SQL schemas for performance gains • Refactor systems for scalability and reliability • Solve complex algorithmic problems independently

2024 - 2025

Education

Work History