Precious C.

Key Skills

Software

No software listed

Top Subject Matter

LLM evaluation

prompt specialist work

RLHF-style red-teaming and factual verification

Top Data Types

Text

Top Task Types

Classification

RLHF

Red Teaming

Freelancer Overview

Independent AI Evaluator & Prompt Specialist (Freelance). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Google Workspace (Docs, Sheets, and Drive). Education includes Senior School Certificate Examination, Daniel Onward College. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Independent AI Evaluator and Prompt Specialist - Self-Directed / Freelance

TextRLHFRed Teaming

This role involved evaluating and benchmarking major large language models to understand their behavior under different constraints. You designed and refined custom prompts to reduce hallucinations and improve output accuracy. You also reviewed results for factual precision, logical consistency, and safety alignment while maintaining organized performance records. • Benchmarked LLMs including ChatGPT, Gemini, and Claude • Built and iterated role and few-shot prompts • Performed red-teaming style evaluation and RLHF simulation • Tracked model performance variations in cloud spreadsheets

2025 - Present

Freelance Research & Content Evaluation Specialist (Remote Support)

TextClassification

Performs quality evaluation of large text datasets focused on grammar, readability, and structural flow. Identifies subtle syntax and nuance issues and applies corrections under specified quality expectations. Organizes and formats documentation efficiently using productivity tools. • Reviews text for grammatical precision and readability • Assesses structural flow and nuance in written content • Identifies and corrects subtle syntax and phrasing errors • Manages dataset documentation using mobile and cloud office tools

2025 - Present

Independent AI Evaluator & Prompt Specialist (Freelance)

Text

Conducts AI model evaluation by benchmarking major LLMs and assessing behaviors under varying constraints. Applies RLHF-inspired review practices to check factual precision, logical consistency, and safety alignment. Maintains structured performance documentation in cloud sheets for tracking variations over time. • Benchmarks ChatGPT, Gemini, and Claude for context windows and response constraints • Designs and iterates role-prompting and few-shot prompts to improve output accuracy • Reviews responses for factual precision, logical consistency, and safety alignment • Tracks model performance variations with organized data logs

2025 - Present

Education

Work History