Key Skills

Software

Clickworker

CrowdFlower

CrowdSource

Data Annotation Tech

Labelbox

OneForma

Telus

Internal/Proprietary Tooling

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Bounding Box

Classification

Entity Ner Classification

Evaluation Rating

Prompt Response Writing SFT

Freelancer Overview

I’ve spent over five years diving into data labeling and helping train AI by annotating and tagging videos, images, text, voice recordings, and more to make sure everything actually makes sense and works right. I’m pretty detail-obsessed, which comes in handy when sticking to guidelines and keeping things consistent across all kinds of data. Working remotely is second nature to me, and I’m comfortable juggling deadlines while using a variety of annotation tools. What really sets me apart is how I handle those “wait, what?” moments when the instructions aren’t crystal clear — I’m patient, ask questions when needed, and adapt quickly when projects shift. I’ve contributed to projects around search engines, AI writing, and content checks, always looking for ways to help the AI get smarter. Plus, I’m not shy about flagging tool glitches or sharing ideas with the team to keep everything running smoothly.

Labeling Experience

Video Annotation

AppenVideoBounding BoxEntity Ner Classification

Worked on annotating video footage captured from smart glasses to help train AI models in recognizing actions, objects, and environmental context. Responsibilities included labeling hand movements, object interactions, and spatial tracking with high precision. Followed strict annotation guidelines and participated in quality checks to ensure data accuracy. This project contributed to improving AR experience and device intelligence.

Worked on annotating video footage captured from smart glasses to help train AI models in recognizing actions, objects, and environmental context. Responsibilities included labeling hand movements, object interactions, and spatial tracking with high precision. Followed strict annotation guidelines and participated in quality checks to ensure data accuracy. This project contributed to improving AR experience and device intelligence.

2024 - 2025

AI Content Specialist

TelusTextEntity Ner ClassificationClassification

Annotated and classified AI-generated text data with a strong focus on evaluating factual accuracy and relevance. Tasks included identifying named entities, assessing the truthfulness of AI responses, categorizing content, and summarizing information according to detailed guidelines. Ensured high-quality, consistent annotations through regular audits and calibration sessions.

Annotated and classified AI-generated text data with a strong focus on evaluating factual accuracy and relevance. Tasks included identifying named entities, assessing the truthfulness of AI responses, categorizing content, and summarizing information according to detailed guidelines. Ensured high-quality, consistent annotations through regular audits and calibration sessions.

2023 - 2025

Education

Work History