Tristan M.

Key Skills

Software

Appen

Top Subject Matter

AI/Natural Language Processing

Top Data Types

Text

Audio

Image

Top Task Types

Text Generation

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

Data Contributor, Data Labeler & Validator. Professional background includes roles such as AI Researcher & Open Source Contributor. Core strengths include Other. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Data Contributor, Data Labeler & Validator

OtherText

As a Data Validator, Data Hunter, and Contributor at Public AI Data Infrastructure Company and Sapien AI, I worked on diverse data labeling and validation tasks. My primary focus was ensuring high-quality labeled text data for AI model training and evaluation. Projects included annotating, validating, and providing feedback on data to improve machine learning outcomes. • Annotated and validated large volumes of text datasets for natural language processing tasks. • Participated in quality checks and peer review processes to uphold data standards. • Provided input on ambiguous data points to improve label guidelines. • Contributed to continuous process improvements for labeling accuracy.

Not specified

Education

Work History