Ian M.

Key Skills

Software

Clickworker

CloudFactory

Data Annotation Tech

Mindrift

Toloka

Argilla

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Text

Top Task Types

Data Collection

Question Answering

Text Summarization

Freelancer Overview

I am an experienced data annotator with a strong background in labeling text, image, and video datasets for AI training. I have worked on projects involving natural language processing (NLP), computer vision, and large language model (LLM) evaluation. My expertise includes tasks such as entity recognition, sentiment analysis, image classification, and bounding box annotation using tools like Labelbox, Scale, and CVAT. I pride myself on accuracy, attention to detail, and the ability to adapt quickly to new labeling guidelines. My skills in quality assurance, project collaboration, and tool proficiency allow me to deliver reliable datasets that directly support model performance.

Labeling Experience

Text Categorization and Sentiment Analysis

ArgillaTextSegmentation

Worked on segmentation-based annotation tasks to support large language model (LLM) evaluation projects. Responsibilities included labeling and segmenting text data into meaningful categories (intent, sentiment, factual accuracy, and style). Ensured high precision through multiple QA reviews and consistency checks. Used Argilla to manage large datasets efficiently and applied guidelines to handle ambiguous cases. Contributed to training and fine-tuning LLMs for improved text understanding and generation quality.

2024

Education

Work History