Bethany P.

Key Skills

Software

Other

Don't disclose

Top Subject Matter

Transcription

Cataloguing

Archives and special collections

Top Data Types

Audio

Text

Video

Top Task Types

Classification

Transcription

Bounding Box

Object Detection

Text Generation

Question Answering

Text Summarization

Evaluation/Rating

Data Collection

Freelancer Overview

My experience aligns well with data annotation and AI labelling through strong research, analytical, and detail-oriented skills developed in library, archive, and academic work. My MA involved handling complex information, categorising materials, evaluating sources, and maintaining accuracy—skills directly relevant to labelling, reviewing, and quality-checking data. I also have experience with flexible, self-directed online work through platforms like Prolific, showing I can follow instructions carefully, work independently, and manage task-based digital workflows. My background also supports nuanced judgement in text interpretation and content evaluation. Education includes Master of Arts, The University of Manchester (2025) and Bachelor of Arts, The Open University (2021). AI-training focus includes data types such as Document and Audio and labeling workflows including Classification and Transcription.

Labeling Experience

Cataloguer (Work Placement) – Christian Brethren Special Collection, John Rylands Research Institute and Library

OtherDocument

During a library cataloguing work placement, you created and maintained detailed catalogue records to support long-term accessibility of delicate archival holdings. The work involved ensuring record accuracy and consistency while supporting acquisitions and research outputs through curated documentation. You also contributed to public-facing collections encounters and interpretive material creation as part of the archive’s outreach. • Cataloguing records for archives and special collection items • Quality checks for accuracy, consistency, and long-term accessibility • Assisting with acquisition-related documentation and stakeholder support • Publishing interpretive research outcomes (reflective blog post)

2025 - 2025

Collections Restoration Volunteer - The Whitaker Museum and Art Gallery

OtherDocumentClassification

As a collections restoration volunteer, you performed documentation-oriented cataloguing to create and correct location records for museum specimens. The role included identifying specimens separated from their records and producing new records to restore dataset integrity. You also monitored environmental and specimen conditions and reported issues to the curator for follow-up. • Cataloguing via Modes Complete with accurate location records • Identifying orphaned specimens and creating new catalog records • Training other volunteers in the same documentation and cataloguing workflow • Recording observations from environmental monitoring and reporting concerns

2024 - 2025

Audio Typist/Administrator - Dumfries and Galloway Royal Infirmary

OtherAudioTranscription

As an audio typist/administrator, you produced highly accurate medical documentation and transcription under strict confidentiality and governance frameworks. The work involved maintaining meticulous records management and ensuring outputs met governance requirements. You also handled public enquiries and collaborated in a small team while prioritising workload in your colleagues’ absence. • Medical transcription and production of governance-compliant documentation • Meticulous records management and compliance • Team collaboration and independent work during colleagues’ absence • Public enquiry handling with de-escalation when necessary

2022 - 2024

Transcriptionist - Freelance

OtherAudioTranscription

In freelance transcription work, you converted audio recordings into accurate written text for multiple clients across legal, medical, business, and research contexts. You managed variable audio inputs and produced time-sensitive outputs aligned to each client’s turnaround expectations. This role required careful handling of spoken content and reliable document preparation. • Transcribed audio for clients in legal, medical, business, and research domains • Managed dynamic workloads with tight turnaround deadlines • Produced highly accurate written documentation from audio inputs • Coordinated multiple client requirements across differing subject areas

2019 - 2022

Education

Work History