Key Skills

Software

Appen

CloudFactory

OneForma

Telus

Top Subject Matter

Sound queries for cars

LLM Germany

Civil Engineering

Top Data Types

Computer Code Programming

Geospatial Tiled Imagery

Image

Top Task Types

Mapping

Polygon

Prompt Response Writing SFT

Question Answering

Translation Localization

Freelancer Overview

I have hands-on experience in data labeling and AI training workflows, particularly in projects focused on natural language processing (NLP), computer vision, and conversational AI. My background includes annotating large-scale datasets for supervised learning models, evaluating model responses for quality and safety, and applying detailed guidelines to ensure consistency and accuracy. I’ve worked on a variety of annotation tasks including named entity recognition, sentiment labeling, image classification, and dialogue evaluation—often using tools like Labelbox, Scale AI, and custom annotation platforms. What sets me apart is my ability to balance high annotation accuracy with productivity, adapt quickly to evolving guidelines, and provide actionable feedback to improve task design and quality control processes. My work has contributed directly to the training of LLMs and AI assistants, giving me a deep understanding of both the technical and linguistic challenges in training data pipelines. I bring strong attention to detail, critical thinking, and a user-centered mindset to every project

Labeling Experience

Education

Work History