I am Amanda Khoury, a highly analytical and detail-oriented professional with 19 years of experience across intelligence analysis, training, administration, and data-focused project work. Recently I contributed to large-scale AI training and evaluation initiatives as a Digital Annotation Expert, supporting the development and fine-tuning of large language models through high-quality annotation, problem design, and quality assurance. I am known for exceptional accuracy, pattern recognition, and the ability to interpret complex guidelines in high-accountability, remote production environments. I have a track record of handling sensitive information, meeting strict quality benchmarks, and delivering consistent results across public safety and private-sector settings. I relocated from Australia to the United States and prepared for re-entry into the workforce.

Amanda Khoury

I am Amanda Khoury, a highly analytical and detail-oriented professional with 19 years of experience across intelligence analysis, training, administration, and data-focused project work. Recently I contributed to large-scale AI training and evaluation initiatives as a Digital Annotation Expert, supporting the development and fine-tuning of large language models through high-quality annotation, problem design, and quality assurance. I am known for exceptional accuracy, pattern recognition, and the ability to interpret complex guidelines in high-accountability, remote production environments. I have a track record of handling sensitive information, meeting strict quality benchmarks, and delivering consistent results across public safety and private-sector settings. I relocated from Australia to the United States and prepared for re-entry into the workforce.

Available to hire

I am Amanda Khoury, a highly analytical and detail-oriented professional with 19 years of experience across intelligence analysis, training, administration, and data-focused project work. Recently I contributed to large-scale AI training and evaluation initiatives as a Digital Annotation Expert, supporting the development and fine-tuning of large language models through high-quality annotation, problem design, and quality assurance.

I am known for exceptional accuracy, pattern recognition, and the ability to interpret complex guidelines in high-accountability, remote production environments. I have a track record of handling sensitive information, meeting strict quality benchmarks, and delivering consistent results across public safety and private-sector settings. I relocated from Australia to the United States and prepared for re-entry into the workforce.

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Language

English
Fluent

Work Experience

Digital Annotation Expert (Contract) at Mercor
November 1, 2025 - January 1, 2026
Developed high-quality training data for large language models by designing complex coding problems and documenting reference-grade solutions for supervised learning. Maintained high accuracy and throughput across large-scale annotation workflows, ensuring data integrity and strict guideline adherence in a remote, production-driven environment.
Senior Intelligence Training Specialist at New South Wales Police Force – Intelligence Training Unit
October 1, 2019 - November 1, 2021
Designed and delivered intelligence training programs; developed curricula, lesson plans, facilitator guides, assessments, and online resources; translated complex intelligence concepts for diverse audiences; analyzed training performance data to improve outcomes.
Intelligence Analyst at New South Wales Police Force – Various Commands and Squads
October 1, 2012 - October 1, 2019
Applied the full intelligence cycle to support intelligence-led policing; produced threat assessments, risk analyses, and reports; conducted link analysis, target profiling, and trend analysis; delivered real-time intelligence during incidents; collaborated with multi-agency partners; supervised and mentored analysts.
Police Officer at New South Wales Police Force – Burwood Police Area Command
August 1, 2010 - October 1, 2012
Provided frontline policing services including emergency response, investigations, and community engagement; prepared reports, statements, and supported legal proceedings; performed front counter and administrative duties.
Accounts/Marketing Coordinator / Sales Support / Spare Parts Coordinator / Reception at W.W. Wedderburn Pty Ltd
March 1, 2002 - December 1, 2009
Delivered administrative, financial, and customer support across multiple departments; managed records and reporting; liaised with internal teams, suppliers, and clients to resolve inquiries and track orders; supported sales and marketing activities and materials.
Accounts/Marketing Coordinator/Sales Support Officer/Hire-Spare Parts Coordinator/Reception at W.W. Wedderburn Pty Ltd
March 1, 2002 - December 1, 2009
Delivered comprehensive administrative, financial, and customer support across multiple departments. Managed records, reporting, and coordination tasks to support operational efficiency. Liaised with internal teams, suppliers, and clients to resolve inquiries, track orders, and maintain strong working relationships. Supported sales and marketing activities through document preparation, coordination of materials, and follow-up communication.

Education

Associate’s Degree in Policing at Charles Sturt University
January 11, 2030 - January 1, 2011
Diploma in Public Safety (Police Intelligence) at NSW Police Force
January 11, 2030 - January 1, 2016
High School Diploma at Saint Ursula’s College
January 11, 2030 - January 1, 1999
Associate’s Degree in Policing at Charles Sturt University
January 11, 2030 - January 1, 2011
Diploma in Public Safety (Police Intelligence) at NSW Police Force
January 11, 2030 - January 1, 2016
High School Diploma at Saint Ursula’s College
January 11, 2030 - January 1, 1999

Qualifications

Certificate IV in Training and Assessment
January 11, 2030 - January 1, 2022
Field Intelligence Officer’s Course
January 11, 2030 - January 1, 2013
Certificate IV in Training and Assessment
January 1, 2022 - February 10, 2026
Field Intelligence Officer’s Course
January 1, 2013 - February 10, 2026

Industry Experience

Government, Professional Services, Education, Software & Internet