ROBERT L. MARTIN
RLHF Specialist · AI Content Reviewer · Educator · Curriculum Developer · Law Enforcement Veteran
Sunset, TX 76270 | robm0837-crypto.github.io/robm0837.github.io
PROFESSIONAL SUMMARY
Results-driven professional with 45+ years of combined experience in law enforcement, public education, and AI content quality review. Proven track record evaluating sensitive content, developing curriculum, and leading teams under pressure. Recent hands-on experience as an AI/TIAI Quality Rater and RLHF Specialist shaping AI model safety and output quality. Brings a rare combination of real-world authority, classroom expertise, and modern technical fluency to every role. Consistently rated Exceeds Expectations across multiple organizations. Cum Laude graduate.
CORE COMPETENCIES
RLHF · AI Content & Safety Review · Curriculum Development · Training & Instruction · Policy Compliance & Evaluation · Criminal Investigation · Crisis & De-escalation · Personnel Leadership · Google Classroom · Eduphoria · Microsoft Office 365
PROFESSIONAL EXPERIENCE
AI / TIAI Quality Rater
TELUS Digital | Remote | Aug 2025 - Feb 2026
Separated due to Reduction in Force (RIF) - not performance-related
• Reviewed and rated AI-generated video content for accuracy, safety, and platform policy compliance at high volume.
• Assessed sensitive content categories - harmful conduct, misinformation, adult content - with consistent, documented judgment.
• Evaluated AI outputs against user prompts for fidelity, clarity, and guideline adherence; delivered structured feedback to improve model performance.
• Maintained high-volume productivity while preserving accuracy and rating consistency throughout entire tenure.
Classroom Teacher - Career & Technology
Frisco ISD | Frisco, TX | Aug 2009 - Jun 2017
• Designed and delivered instruction across six course sections aligned to state curriculum standards in a technology-rich classroom.
• Utilized Google Classroom and Eduphoria for assessment, grading, and parent communication; supported district growth from 5 to 12 campuses.
• Consistently earned Exceeds Expectations performance ratings across all eight years of tenure.
Classroom Teacher - Criminal Justice
McKinney ISD | McKinney, TX | Aug 2007 - May 2009
• Instructed Introduction to Criminal Justice, Criminal Investigation, and Forensics - bringing direct field experience into the curriculum.
• Consistently earned Exceeds Expectations performance ratings.
Deputy Sheriff
Collin County Sheriff's Office | McKinney, TX | Oct 1984 - Jun 2007
• Patrolled 920-square-mile jurisdiction across all shifts; conducted criminal investigations and processed crime scenes.
• Served in Crime Prevention Unit; co-established DARE program for Collin County schools.
• Received letter of commendation from Sheriff Terry Box for contributions to Citizens Academy curriculum.
Interim Police Chief / Sergeant / Lead Investigator
Littlefield Police Department | Littlefield, TX | Oct 1981 - Sep 1984
• Promoted to Sergeant then appointed Interim Chief following resignation of the Chief; oversaw all operations and personnel during transition.
• Served as primary crime scene investigator and led all major criminal investigations for the department.
Patrol Officer
Midland Police Department | Midland, TX | Oct 1980 - Sep 1981
• Assisted K-9 officers with warrant service and arrests. Received letter of congratulations from the Chief of Police.
Police Officer
Orange Police Department | Orange, TX | Jan 1978 - Sep 1980
• Served on twelve-hour patrol shifts; responded to citizen calls, wrote reports, and conducted preliminary investigations.
EDUCATION
Bachelor of Applied Arts and Sciences - Graduated Cum Laude
Texas A&M University-Commerce | August 2007