Allen V.

Key Skills

Software

Remotasks

Other

Mercor

Top Subject Matter

NLP / LLM response evaluation and text annotation

Prompt generation and LLM evaluation (dataset contribution)

Top Data Types

Text

Image

Document

Top Task Types

Prompt + Response Writing (SFT)

Text Generation

Question Answering

Text Summarization

Data Collection

Freelancer Overview

AI Data Trainer & Annotator (Freelance, Remote Platforms). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks and Other. Education includes Bachelor of Technology, Rivers State University. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

AI Data Trainer & Annotator (Freelance, Remote Platforms)

RemotasksText

Completed AI training and evaluation tasks on remote annotation platforms, focusing on assessing model outputs and generating prompts. Rated and ranked responses using rubrics covering accuracy, helpfulness, tone, coherence, and instruction-following quality. Performed annotation to support NLP pipeline development by labeling sentiment, intent, and factual correctness across large volumes of text samples. • Wrote diverse prompts for STEM, general knowledge, and conversational AI training datasets • Conducted comparative ranking of model responses using structured guidelines • Annotated thousands of text samples for sentiment, intent, and factual correctness • Maintained high task acceptance performance through guideline adherence

2023 - Present

AI training-related prompt writing and response evaluation (Freelance, Remote)

OtherTextPrompt + Response Writing (SFT)

Worked on AI training dataset preparation by writing prompts and contributing structured prompt content for large language model learning workflows. Engaged in response evaluation activities, including reviewing outputs for quality dimensions such as accuracy and instruction adherence. Supported the broader training process through consistent, guideline-focused contributions in high-volume annotation work. • Developed prompt variations for different knowledge domains and conversational styles • Evaluated AI responses for factual correctness, usefulness, and tone • Applied rubrics aligned with RLHF-style guidance for ranking and selection • Delivered consistent quality across repeated, high-volume tasks

2022 - Present

Education

Work History