Key Skills

Software

Appen

Axiom AI

Mercor

Top Subject Matter

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Top Data Types

Geospatial Tiled Imagery

Image

Text

Video

Top Label Types

Mapping

Relationship

Segmentation

Text Generation

Text Summarization

Freelancer Overview

With over 9 years of experience as a Senior Business Analyst, I have a strong background in eliciting, validating, and managing complex data requirements across large-scale digital transformation projects in healthcare, insurance, and enterprise environments. My expertise includes mapping and modelling data flows (using BPMN, UML, DFDs, ERDs), defining functional and non-functional requirements, and leading end-to-end data migration and integration initiatives—skills directly applicable to data labeling and AI training data projects. I have collaborated with multidisciplinary teams to ensure data accuracy, consistency, and traceability, supporting API-based integrations and leveraging tools like Jira, Confluence, SQL, and Postman. My work in healthcare (NHS Digital) and HR transformation (Oracle HCM) has strengthened my attention to data quality, compliance, and user-centric design, making me adept at supporting high-quality annotation and data preparation for AI and machine learning solutions.

Labeling Experience

Education

Work History