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New York

@newyork

I annotate AI data and apply linguistics to improve reliable NLP.

Australia
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What I'm looking for

I’m looking for remote, guideline-driven AI data/linguistics work where I can deliver high-quality annotations, spot anomalies early, collaborate proactively, and grow in NLP and quality assurance.

I’m an AI Data Annotator and Linguistics graduate, focused on delivering accurate, consistent annotations that improve AI model performance and reliability. In a remote, Australia-based research environment, I complete onboarding and training requirements while strictly following project guidelines and NDAs.

I’m detail-oriented and quality-driven, using structured workflows to meet predefined quality metrics and turnaround times across assigned tasks. I identify, analyze, and escalate anomalies, trends, and recurring issues to the Project Manager, helping reduce systemic errors and strengthen annotation consistency. I stay proactively aligned on progress, shifting priorities, and potential risks while troubleshooting macOS-based tooling to minimize disruption.

Before my current annotation work, I supported computational linguistics research as a Research Assistant in Sydney, helping transcribe, code, and label spoken-language corpora. I applied phonological and syntactic annotation frameworks to large datasets, contributed to inter-annotator agreement through documentation of inconsistencies, and helped improve team-wide guideline standards through revisions. I completed a Bachelor of Arts in Linguistics (with Distinction), including an honours thesis on an annotation consistency quality assurance framework for neural machine translation corpora.

Experience

Work history, roles, and key accomplishments

PF
Current

AI Data Annotator

Project Fred

Jan 2023 - Present (3 years 5 months)

Performed structured AI data annotation to improve model performance and reliability, completing onboarding and tasks within NDA and guideline constraints. Identified and escalated anomalies, maintained quality metrics, and contributed 30–50 hours per month while meeting turnaround-time targets.

Education

Degrees, certifications, and relevant coursework

University of Sydney logoUS

University of Sydney

Bachelor of Arts, Linguistics

2019 - 2022

Grade: With Distinction

Activities and societies: Recipient of Faculty of Arts & Social Sciences Academic Merit Prize (2021). Honours thesis: Annotation Consistency in Neural Machine Translation Corpora — A Quality Assurance Framework.

Completed a Bachelor of Arts in Linguistics (with Distinction) at the University of Sydney from 2019 to 2022. Graduated with academic recognition and completed an honours thesis on annotation consistency in neural machine translation corpora.

Tech stack

Software and tools used professionally

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