ALLAN WILSON
LLM Trainer & Evaluator | Native US English Speaker | OSINT & Language Specialist
Remote (Philippines) | linkedin.com/in/able-daily-whiskey
Available: Eastern Time (ET) Business Hours | 30+ hrs/week
PROFESSIONAL SUMMARY
Native US English speaker with over 5 years of fully remote experience and a professional background spanning
AI/LLM training, voice performance, English instruction, and government security operations. Experienced in
evaluating and annotating AI-generated text, providing structured linguistic feedback, recording high-quality
American-accented speech samples, and creating instructional content for eLearning and AI training platforms.
Strong grasp of American pronunciation, grammar, idiom, and cultural nuance. ISC2-certified professional with
demonstrated accuracy, attention to detail, and the discipline to maintain quality standards in distributed remote
environments.
CORE COMPETENCIES
LLM Text & Speech Evaluation | Linguistic Annotation & Feedback | US Accent Voice Recording | eLearning
Content Development | English Language Instruction | Counterintelligence & OSINT Research | Technical
Writing & Narration | Remote Collaboration | Quality Assurance | AML/KYC Compliance
PROFESSIONAL EXPERIENCE
LLM Trainer & Voice Talent | Voices.com (Contract)
Ongoing | Remote
Selected for AI/LLM training and voice-over production projects requiring native English fluency with North
American accent and professional audio delivery.
• Recorded spoken English samples for LLM and text-to-speech (TTS) training datasets, including TTS
Research and other AI clients.
• Delivered voice-over content for eLearning modules, whiteboard animations, online ads, radio and television
spots, video narration, and voice assistant development.
• Applied consistent American pronunciation, intonation, and natural speech rhythm to meet AI training quality
benchmarks.
• Completed structured annotation and evaluation tasks requiring detailed linguistic feedback on AI-generated
outputs.
Business & General English Instructor | Cambly Inc. (Headquartered: San Francisco, CA)3 Years |
Remote
Delivered one-on-one English language instruction to international students in South Korea, China, Brazil, Turkey,
Russia, and Saudi Arabia through over 2,000 live video sessions.
• Taught professional business English, grammar, pronunciation, and cultural communication to adult learners
across diverse backgrounds.
• Adapted instructional style and pacing to individual student needs, providing real-time feedback on accent,
vocabulary, and sentence structure.
• Demonstrated deep expertise in American English grammar, idiom, cultural nuance, and pronunciation —
directly applicable to LLM evaluation and linguistic annotation work.
• Maintained consistent quality ratings and student satisfaction in a fully remote, flexible schedule environment.
Member Contractor – Legal Services Recruitment | AV Associates LLCSep 2024 – Present | Remote
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Implemented multi-channel sourcing and full-cycle first-stage recruitment for legal services roles.
Conducted candidate assessment, classification, and risk evaluation with thorough written documentation.
Public Records Intelligence Specialist | Verified First (Crewbloom)Jan 2022 – Nov 2022 | Remote
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Conducted FCRA-compliant background investigations and public records research with a 99.7% accuracy
rate.
Applied analytical frameworks to evaluate subject data, identify discrepancies, and generate secure
intelligence reports.
Public Adjuster & Claim Processor | Bulldog Adjusters / BP Agencies (Contract)Jun 2021 – Jan 2022
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Processed insurance claims requiring AML/KYC compliance, investigative analysis, and FINTRAC reporting.
Acting Unit Head / Records & Intelligence Client Services | Library and Archives Canada |
Transport Canada
Aug 2005 – May 2019
Served 14 years with the Government of Canada in a NARA-equivalent agency, providing operational support,
security screening coordination, and records management for federal departments and agencies.
• Coordinated security clearance processing, evaluated intelligence from multiple agency sources, and trained
staff in secure data handling and classification protocols.
• Generated detailed intelligence reports for senior management and federal clients; collaborated with IT
teams to identify digital system vulnerabilities.
• Developed and implemented SOPs for secure information handling aligned with federal security standards.
CONTENT CREATION & PUBLISHING
Course Creator & Administrator | Udemy – Counterintelligence Essentials Certification (CIECert)
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Ongoing | Remote
Developed multi-lingual instructional course content on security fundamentals, threat mitigation, digital
espionage, and insider threats, integrating NIST and ISO 27001 frameworks.
Created and narrated instructional videos for technical and professional subjects.
Published writer and content creator with an active portfolio of articles, instructional videos, and commentary on
English learning, technology, OSINT, and trending topics across LinkedIn, FaceBook, YouTube, and Substack.
VOLUNTEER
Cybersecurity & Compliance Contributor | ISC2
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Ongoing | Remote
Contributes to global knowledge-sharing on threat intelligence, cybersecurity awareness, and secure
information practices.
EDUCATION & CERTIFICATIONS
Technical Associates Degree (Bachelor's Equivalent) – Archives Technician
Algonquin College, Ottawa, Canada | Specialization: Records & Information Management
Professional Certifications:
TEFL Certification | ISC2 Volunteer Contributor | Cybersecurity Fundamentals | Physical Security | Legal
Management Professional (LMP) | Anti-Money Laundering (AML) & Know Your Client (KYC) | Communications |
French Language Proficiency (Functional)
TECHNICAL SKILLS & TOOLS
AI/LLM evaluation platforms, eLearning authoring tools, TTS annotation workflows, CRMs (Salesforce),
government information management systems, consumer reporting and court research databases, Excel &
Google Sheets, PDF & image editing, web scraping & data extraction, HTML/PHP microsite development, secure
communications platforms, AI and online publishing tools, multi-line phone systems.
LANGUAGES & REMOTE WORK
English: Native US proficiency | French: Working knowledge with translation capability
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