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Chisom O.

Chisom O.

AI training and evaluation (frontline CNA-informed content review and scoring)

USA flagHouston, Usa

Key Skills

Software

Don't disclose
ClickworkerClickworker
AWS SageMakerAWS SageMaker

Top Subject Matter

Healthcare / Nursing / Medical communication
Healthcare / HIPAA-compliant medical content evaluation
Legal Services & Contract Review

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

RLHFRLHF
SegmentationSegmentation
ClassificationClassification

Freelancer Overview

AI training and evaluation (frontline CNA-informed content review and scoring). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science in Nursing, Chamberlain College of Nursing (2024) and Certified Nurse Aide Certificate, Smithwood Medical Institute, LLC (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and RLHF.

Labeling Experience

AI evaluation support using HIPAA/ethics-focused healthcare content review

Don't discloseTextTextRLHFRLHF

Applied HIPAA compliance and ethical judgment while performing review tasks intended to improve medical content quality and model behavior. Contributed domain-specific guidance for training workflows that prioritize privacy, safety, and empathetic clinical reasoning in healthcare annotations and evaluations. Leveraged nursing documentation and protocol knowledge to support iterative feedback loops used for AI training. • HIPAA-aligned content review and safety gating • Ethical judgment for training/evaluation inputs • Clinical reasoning assessment support • Feedback-loop oriented evaluation for healthcare AI

2025 - Present

AI training and evaluation (frontline CNA-informed content review and scoring)

Don't discloseTextText

Assessed and reviewed healthcare and nursing-related AI outputs for clinical accuracy, patient safety, empathy, and appropriate tone. Provided nuanced feedback to improve nursing care plans, documentation, and patient interaction quality. Scored AI-generated patient communication for clarity, tone, and clinical appropriateness while ensuring alignment with best practices and ethical standards. • Clinical output evaluation and quality checks • Empathy and tone assessment on patient-facing content • Nursing care plan and documentation review feedback • Patient communication scoring/ratings

2024 - Present

Education

N

N/A

CPR Certificate, Cardiopulmonary Resuscitation

CPR Certificate
2025
N

N/A

HIPAA Certificate, Healthcare Compliance

HIPAA Certificate
2025

Work History

C

Comfort Keepers

Caregiver / Certified Nursing Assistant

Houston
2024 - Present
S

Smithwood Medical Institute

Certified Nursing Assistant Extern

Houston
2025 - 2025