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Fionn Summers

@fionnsummers

I improve mobile AI through precise language data annotation.

Ireland
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What I'm looking for

I'm looking to contribute to AI and data-annotation work where I can improve real-world user experiences through accurate language data, prompt testing, quality review, and responsible handling of sensitive information.

I've supported mobile virtual-assistant development at TransPerfect by creating, labeling, and evaluating language and behavioral data from mobile devices.

I annotated user intent, entities, and contextual cues, and created realistic prompts covering slang, accents, short commands, and other edge cases. I evaluated AI responses for accuracy, relevance, and natural tone while protecting sensitive data.

Previously, I provided technical problem-solving and support for large accounts at TELUS on Priority Operations - Stripe, handling complex financial transactions and account-management issues with precision and discretion.

I've also led and trained cleaning teams at McKechnie Cleaning Services Ltd, building practical leadership, communication, quality-control, and workflow-management experience.

Experience

Work history, roles, and key accomplishments

CB
Current

Travel

Career Break

Aug 2025 - Present (1 year 2 months)

Worked as Travel at Career Break.

TransPerfect logoTR

Data Annotator

Jan 2025 - Aug 2025 (7 months)

Word Perfect Translations Ltd - Cork, County Cork
December 2024 to June 2025
I supported the development and refinement of mobile virtual-assistant technology by creating, labeling, and evaluating language and behavioral data gathered through mobile devices. Helping to improve the AI’s understanding of natural speech, contextual awareness, and user intent in real-world mobile environments.

Key Re

TELUS logoTE

Priority Operations -Stripe

Dec 2023 - Jan 2025 (1 year 1 month)

Technical Problem-Solving and Support for Large Accounts and corporations:
Provided exceptional technical support to a diverse clientele, including multinational corporations, institutional investors, small business owners and startups
Handled complex financial transactions and account management issues with utmost precision and discretion.

McKechnie Cleaning Services Ltd logoML

Supervisor

Sep 2022 - Oct 2023 (1 year 1 month)

Led cleaning crew, ensured top-notch quality and efficiency.
Trained new staff and managed team performance.
Maintained supplies, communicated with clients, and handled paperwork.
Strong communication, organization, and leadership

Education

Degrees, certifications, and relevant coursework

CC

Cork College of FET Douglas Street Campus

Associate's degree, Computer Games and Programming Skills

2019 - 2022

CC

Cork College of FET - Bishopstown Campus

COMPTIA A+, Information Technology

2019 - 2020

Tech stack

Software and tools used professionally

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