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I'm Matthew Fox, a remote AI data annotation and model evaluation specialist currently delivering AI training and evaluation tasks through Outlier. I have a detail-oriented approach and a proven ability to follow precise written guidelines, rank and review outputs consistently, and maintain high accuracy across repetitive decision-making tasks. Previously I was a Senior Software Developer (7+ years) with a QA mindset, strong written communication, and proven reliability, working independently.…I'm Matthew Fox, a remote AI data annotation and model evaluation specialist currently delivering AI training and evaluation tasks through Outlier. I have a detail-oriented approach and a proven ability to follow precise written guidelines, rank and review outputs consistently, and maintain high accuracy across repetitive decision-making tasks. Previously I was a Senior Software Developer (7+ years) with a QA mindset, strong written communication, and proven reliability, working independently.

Matthew Fox

Data Analyst, Data Scientist, AI Engineer, +2

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I'm Matthew Fox, a remote AI data annotation and model evaluation specialist currently delivering AI training and evaluation tasks through Outlier. I have a detail-oriented approach and a proven ability to follow precise written guidelines, rank and review outputs consistently, and maintain high accuracy across repetitive decision-making tasks. Previously I was a Senior Software Developer (7+ years) with a QA mindset, strong written communication, and proven reliability, working independently.…I'm Matthew Fox, a remote AI data annotation and model evaluation specialist currently delivering AI training and evaluation tasks through Outlier. I have a detail-oriented approach and a proven ability to follow precise written guidelines, rank and review outputs consistently, and maintain high accuracy across repetitive decision-making tasks. Previously I was a Senior Software Developer (7+ years) with a QA mindset, strong written communication, and proven reliability, working independently.

Available to hire

I’m Matthew Fox, a remote AI data annotation and model evaluation specialist currently delivering AI training and evaluation tasks through Outlier. I have a detail-oriented approach and a proven ability to follow precise written guidelines, rank and review outputs consistently, and maintain high accuracy across repetitive decision-making tasks.

Previously I was a Senior Software Developer (7+ years) with a QA mindset, strong written communication, and proven reliability, working independently.

Skills

Experience Level

Expert

Expert

Intermediate

Beginner

Work Experience

AI Training / Evaluation (Remote) at Outlier

January 1, 2025 - Present

Ranked and reviewed AI-generated responses using strict criteria (accuracy, relevance, instruction adherence, and clarity) for AI training and evaluation tasks. Followed detailed rubrics to ensure precision and consistency at scale, and provided actionable feedback to improve model outputs.

Primary Caregiver at Family

January 1, 2015 - January 1, 2025

Managed long-term caregiving responsibilities requiring reliability, planning, and consistency, including coordinating care and maintaining daily routines.

Self-Employed at Gardening & Property Maintenance

May 1, 2013 - Present

Operated a small business providing gardening and property maintenance services, including scheduling, customer communication, and consistent service delivery.

Senior Developer at LEAP Legal Software

November 1, 2003 - April 1, 2011

Contributed to the delivery of LEAP Documents v10: client management and document automation integrated with Microsoft Office. Worked across the software lifecycle: new features, bug fixes, maintenance, and quality improvements. Developed using Visual Basic and 4D databases in production environments.