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Abubakar Binji

@abubakarbinji

AI Data Trainer at Independent Consultant / Remote Platforms, evaluating LLM responses and auditing factuality.

United States
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At Independent Consultant / Remote Platforms, I evaluate AI responses to complex prompts and audit claims against primary literature and source documents. I rank outputs using RLHF frameworks and write structured justifications for my evaluations.

At We Are Now Consulting LLC, I translate behavioral data and protocols into clinical manuals, technical briefs, and training guides. I also review reports and program protocols for adherence to guidelines and compliance rubrics.

At Polestar ABA Therapy LLC, I audit longitudinal behavioral datasets and document data collection discrepancies. My doctoral research at Rockhurst University examines the accuracy, cognitive biases, and efficiency of LLM-generated decision support systems.

Experience

Work history, roles, and key accomplishments

IC
Current

AI Data Trainer & LLM Evaluation Specialist

Independent Consultant

Nov 2025 - Present (11 months)

Evaluate AI model responses for complex prompts involving logic, creative reasoning, technical accuracy, and domain-specific knowledge. Conduct rigorous research to verify truthfulness and accuracy of LLM claims, and rank model outputs using RLHF frameworks.

PL
Current

Data Evaluation & Compliance Specialist

Polestar ABA Therapy LLC

Mar 2025 - Present (1 year 7 months)

Audit large datasets of longitudinal behavioral metrics against precise clinical criteria, isolating edge cases and logging systemic data collection discrepancies. Author detailed technical performance assessments for clinical and administrative stakeholders.

HF

Program Operations & Technical Coordinator

Health Without Gaps (HWG) Foundation

Mar 2022 - Jan 2025 (2 years 10 months)

Led programmatic evaluation of community health data, auditing project tracking sheets and deliverables against grant rubrics and compliance standards. Wrote and edited technical program briefs, SOPs, and progress reports.

GL

Technical Administrative & Document Review Specialist

Gateway Unlimited Living

Jan 2022 - Dec 2024 (2 years 11 months)

Classified, tagged, and audited confidential electronic health records and individualized service plans for data consistency and policy adherence. Applied Organizational Behavior Management principles to map workflows and draft operational guides.

Education

Degrees, certifications, and relevant coursework

Rockhurst University logoRU

Rockhurst University

Doctoral Studies, Organizational Leadership

2026 -

Doctoral studies in Organizational Leadership and Education, focusing on AI-assisted data interpretation and decision support.

University of West Florida logoUF

University of West Florida

Master of Science, Behavior Analysis

Master of Science in Behavior Analysis.

Park University logoPU

Park University

Master of Healthcare Administration, Healthcare Administration and Leadership

Master of Healthcare Administration and Leadership.

University of Missouri-Kansas City logoUC

University of Missouri-Kansas City

Bachelor of Liberal Arts, Economics and Econometrics

Bachelor of Liberal Arts in Economics and Econometrics.

Google logoGO

Google

Professional Certificate, Data Analytics

Google Data Analytics Professional Certificate.

Tech stack

Software and tools used professionally

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