Key Skills

Software

Data Annotation Tech

V7 Labs

Telus

Toloka

Scale AI

Remotasks

Redbrick AI

Appen

Clickworker

Labelbox

Mercor

Micro1

Top Subject Matter

Healthcare – Medical Records & Patient Data Annotation

Finance – Fraud Detection & Risk Analysis

Technology – LLM Training & NLP Annotation

Top Data Types

Computer Code Programming

Text

Image

Top Task Types

Bounding Box

Polygon

Prompt Response Writing SFT

Data Collection

Computer Programming Coding

RLHF

Evaluation Rating

Question Answering

Classification

Function Calling

Fine Tuning

Object Detection

Freelancer Overview

2024 Dec-2025 May AI Trainer Outlier AI / Freelance, Remote • Created and refined high-quality prompts and responses used to train and evaluate large language models (LLMs) across diverse domains including technology, science, and general knowledge. • Evaluated and ranked AI-generated responses based on factual accuracy, coherence, tone, safety, and adherence to project guidelines. • Performed detailed feedback and annotation tasks to improve model outputs using Reinforcement Learning from Human Feedback (RLHF). • Conducted fact-checking and research to ensure responses were accurate, reliable, and aligned with verified information sources. • Identified model weaknesses, hallucinations, biases, and logical inconsistencies by acting as an adversarial user during testing tasks. • Applied complex annotation guidelines and evaluation frameworks to maintain high-quality AI training datasets. • Contributed to improving AI performance in coding, reasoning, writing, and conversational tasks.

Labeling Experience

Education

Work History