Taha L.

Key Skills

Software

Don't disclose

Top Subject Matter

LLM response quality evaluation for technical/factual accuracy

Top Data Types

Text

Image

Top Task Types

No task types listed

Freelancer Overview

AI Trainer. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science, Saint Edward’s University (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Trainer

Don't discloseText

Performed AI response evaluations by reviewing and annotating 100+ model-generated answers per week for technical correctness and factual accuracy. Provided structured, citation-backed feedback to guide iterative model training and reasoning improvements. Conducted prompt-based stress testing across GPT and Llama models to identify edge cases and inconsistencies that informed targeted updates. • Reviewed outputs and assigned correctness/fidelity feedback • Produced detailed corrections with reasoning notes • Calibrated evaluations using citation-backed references • Flagged failure modes discovered during prompt testing

2026 - Present

Education

Work History