Cristy E.

Key Skills

Software

Other

Clickworker

Mercor

OneForma

Scale AI

Telus

Top Subject Matter

LLM Performance and AI Model Training

Business Marketing - Content Creation, Engagement, and Advertising

E-Commerce - Logistics

Top Data Types

Text

Image

Audio

Top Task Types

RLHF

Classification

Object Detection

Text Generation

Question Answering

Text Summarization

Fine-tuning

Red Teaming

Transcription

Evaluation/Rating

Prompt + Response Writing (SFT)

Freelancer Overview

Data Annotator. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Arts, University of California, Los Angeles (2020) and Non-Degree Program, Hitotsubashi University (2023). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

Data Annotator

OtherTextRLHF

As a Data Annotator, I annotate and refine complex text, audio, and image-based data to enhance large language model (LLM) performance. My work involves using reinforcement learning from human feedback (RLHF), supervised fine-tuning, model evaluation, and red teaming methods. I engage in quality assurance tasks such as rubric development, peer review, and content auditing on a daily basis. • Perform audio transcription and translation for improved linguistic accuracy • Utilize AI-assisted tools and automation for labeling efficiency • Apply semantic analysis to diverse data types to reduce model hallucinations • Employ technical skills including HTML, CSS, and specialized annotation software

2023 - Present

Education

Work History