Emma Irwin

Experience in complex data training within the STEM field (neuroscience, biology, and psychology). Creating complex questions for AI to solve, often with the intention of stumping the AI model so it gets the response notable incorrect. Creating rubrics to evaluate model responses and evaluating accordingly. Creating a 'golden' model response, including everything the model would need to include to score full marks against the rubric.

Experience in data annotation, including boundary boxing and pattern extraction.

AI Trainer - Outlier AI - Remote

(2025-04)

Experience in complex data training within the STEM field (neuroscience, biology, and psychology). Creating complex questions for AI to solve, often with the intention of stumping the AI model so it gets the response notable incorrect. Creating rubrics to evaluate model responses and evaluating accordingly. Creating a 'golden' model response, including everything the model would need to include to score full marks against the rubric.

Experience in data annotation, including boundary boxing and pattern extraction.

Sales Assistant - St Peter's Hospice - Bristol

(2025-07 - 2026-04)

Working as part of the retail teams across Bristol, adapting my approach to charity retail work to suit the shop team and environment I am working in. Experience working in the warehouse preparing for new store opening.

Deputy Store Manager - Oxfam - Bath

(2024-05 - 2025-07)

• Leading a team of volunteers, including managing volunteer recruitment and recognition
• Sorting and processing donations
• Responsible for all health and safety elements in store, including daily, weekly and monthly checks
• Managing volunteers of all ages and abilities, ensuring we find a role well suited to their capabilities
• Visual merchandising of store windows and displays as well as managing online marketing, such as Instagram and TikTok promotional materials

Welfare Supervisor & Bar Staff - Thekla - DHP Family - Bristol

(2024-09 - 2024-12)

• Welfare supervisor - ensured all attendees at the venue were safe and well, keeping an eye out for anyone who was too intoxicated, or anyone in danger
• Bar staff - making cocktails, pouring pints and restocking bar in fast paced environment

Sales Assistant - Cancer Research Superstore Swindon - Cancer Research UK - Swindon

(2022-01 - 2024-05)

• Working closely with the team to process donations and fill the shop
• Engaging with customers to ensure we reach our gift aid targets.
• PAT testing electrical appliances, constructing furniture.
• Responsible for the stores eBay sales - researching items, processing and packaging
• Key holding duties, including opening and closing the store, cashing up the tills and banking
• Organising fundraising opportunities such planning to sell at festivals

Sales Assistant - British Heart Foundation

(2021-08 - 2022-01)

• Lone working on Sundays
• Opening and closing the store while directing volunteers to ensure the shop runs smoothly
• Providing great customer service and processing stock

Integrated Master's Degree - Psychology and Neuroscience - University of Bristol (2022-09)

A Levels - Psychology, Biology, English Literature - Lydiard Park Academy (2019-08 - 2021-06)

GCSEs - Lydiard Park Academy (2014-09 - 2019-06)