Key Skills

Software

Remotasks

Labelbox

Top Subject Matter

Domain-Specialised Annotation — Maritime, Logistics & Technical Content

Research-Based Data Curation & Long-Form Content Evaluation

RLHF Feedback, Response Ranking & Prompt Evaluation

Top Data Types

Text

Document

Image

Top Task Types

RLHF

Entity (NER) Classification

Question Answering

Text Summarization

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

My experience in data labelling and AI training data is grounded on a solid base of academic research, writing analysis, and structural information processing. During my Post-Graduate Research Work I developed very good skills in classifying data, recognising patterns, coding qualitatively and keeping the same level of annotation for all elements of a big dataset. I feel at ease using precise guidelines for labelling and creating high quality annotated output for both text and image/document datasets. The Smart Shipping Certification gave me an insight into applying AI in operationally relevant environments and demonstrated how well labelled data can influence the final performance of models. I hold a Master’s Degree and this will allow me to interpret the nuances of context within content; find subtle cues that may indicate specific context; and generate high-quality written products – these are exactly the types of skills used when completing tasks related to prompt assessment, response rating, and content moderation labelling. I’m able to direct myself without supervision and comfortably work remotely with tools such as Google Workspace and other collaborative label/annotate platforms. In addition, I provide the discipline of a researcher with regards to maintaining accuracy, consistency and compliance with project rubric requirements. No matter if I’m labelling raw data, assessing the output of a model, or generating written comments to enhance the functionality of AI systems, I use each opportunity to provide the highest quality reliable training data possible.

Labeling Experience

Education

Work History