Open to opportunities

Hillary Abuya

@hillaryabuya

RN with 6+ years in clinical care & AI medical data annotation. Expert in patient support & ML training. Seeking Healthcare AI or HealthTech roles

Kenya

Message

What I'm looking for

I’m looking for a Healthcare AI / HealthTech role where I can use my clinical nursing context to deliver accurate medical data annotations, strong QA, and clear patient/customer communication—supporting real AI training outcomes in a fast, collaborative environment.

I’m a results-driven Registered Nurse with 6+ years of experience across pediatric care, outpatient services, and general medicine, and I bring strong customer support skills to every interaction. I handle patient and caregiver inquiries, resolve complaints, and maintain clear, accurate communication in fast-paced environments.

I also work in Healthcare AI as an AI Data Annotator & Trainer, using my clinical background to annotate medical text (clinical notes, symptoms, diagnoses, and treatment plans) and label data for healthcare AI models. From quality assurance and validation to applying domain context for diagnostics, patient-support chatbots, and clinical decision support, I focus on dataset accuracy, consistency, and real-world relevance.

Experience

Work history, roles, and key accomplishments

Current

AI Data Annotator

Current

Independent Freelance

Jan 2024 - Present (2 years 3 months)

Annotates medical and clinical text data to train healthcare AI models, ensuring high accuracy, consistency, and clinical relevance. Labels entities, intents, and sentiment for healthcare conversations, performs dataset quality checks, and applies clinical context to improve model-ready outputs.

Sentiment Analysis Data Quality AI in Healthcare

Staff Nurse

Gertrude’s Children’s Hospital

Mar 2022 - Jan 2026 (3 years 10 months)

Delivered patient-centered pediatric care while handling patient and family inquiries, resolving complaints, and escalating complex issues appropriately. Maintained accurate EHR records and annotated clinical notes and patient data to support internal AI research and quality improvement.

Pediatric Nursing Complaint Resolution IV Therapy

Nursing Officer

Khairat Medical Center

May 2021 - Mar 2022 (10 months)

Managed patient communication for inquiries, appointment scheduling, and follow-ups while delivering health education to patients and families. Labeled medical records and interaction data to support AI-driven clinic workflow improvements and maintained documentation compliant with healthcare standards.

Appointments Health Education Clinical Documentation Data Labeling & Compliance

Nursing Officer

Welcare Medical Center

Jan 2021 - Apr 2021 (3 months)

Performed patient assessments and provided quality care while supporting patient inquiries and care-process guidance. Maintained confidential documentation and contributed to data accuracy initiatives using clinical records suitable for AI training datasets.

Clinical Documentation Confidentiality Patient Support Basic Clinical Procedures

Nursing Officer

Star Specialist Hospital

Jun 2020 - Dec 2020 (6 months)

Provided general nursing care across admission, treatment, and discharge while responding to patient concerns with support and counseling. Assisted with procedures and patient education while maintaining care quality and accurate documentation.

Patient Counseling Patient Education Documentation Confidentiality Care Coordination

Nursing Officer

Khairat Medical Center

Aug 2019 - May 2020 (9 months)

Delivered direct patient care and follow-up services, handling appointment scheduling and ongoing patient communication. Built strong patient relationships through consistent engagement while supporting accurate clinical records.

Direct Patient Care Appointments Clinical Documentation Confidentiality