Zainab D.

Key Skills

Software

Appen

Scale AI

Surge AI

Labelbox

Top Subject Matter

Natural Language Processing (NLP) and LLM Training

Top Data Types

Text

Document

Top Task Types

Data Collection

Text Generation

Text Summarization

Question Answering

Transcription

Freelancer Overview

Freelance AI Trainer & Data Annotator (Independent / Remote). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, University. AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

Freelance AI Trainer & Data Annotator (Independent / Remote)

OtherTextRLHF

Trained and fine-tuned large language models by creating high-quality labeled datasets and providing instructional feedback to improve model behavior. Evaluated AI-generated text for accuracy, tone, safety, and alignment with task instructions using RLHF (Reinforcement Learning from Human Feedback) methodologies. Produced consistent outputs under tight deadlines across multiple concurrent projects. • LLM evaluation for correctness, tone, and safety compliance • Instruction-following alignment checks against task rubrics • Prompt writing, refinement, and red-teaming across domains • Semantic annotation including entity recognition and sentiment classification

2023 - Present

Education

Work History