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muriuki virginia

@muriukivirginia

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Medical Officer at Bahati Hospital, evaluating MOOVE’s AI-generated clinical recommendations against Kenyan guidelines.

Kenya

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What I'm looking for

I'm particularly interested in medical AI, clinical decision-support systems, digital health, health informatics, healthcare data, and technology that improves the quality and accessibility of healthcare.

At Bahati Hospital – Joska, I provide outpatient and inpatient care, manage emergencies and referrals, and take part in clinical decision-making. This ongoing work keeps me close to frontline healthcare workflows and the challenges relevant to digital health and clinical AI.

On MOOVE’s Phase I clinical evaluation, I reviewed AI-generated scenarios and management recommendations for lower-level facilities, assessing safety, accuracy, and alignment with Kenyan national guidelines. My research work has also included clinician interviews, patient-record review, ICD-11 classification, and research data quality checks.

Experience

Work history, roles, and key accomplishments

Current

Locum Medical Officer

Current

Bahati Hospital – Joska

Sep 2025 - Present (1 year 1 month)

Provide outpatient and inpatient clinical care, ward reviews, emergency management, referrals, and clinical documentation. Participate in clinical decision-making and support junior clinicians in day-to-day practice.

Clinical Care Emergency management Clinical Documentation Multidisciplinary Team Management Clinical Decision Making

Locum Medical Officer

Imara Mediplus Hospital – Embu

Feb 2025 - Aug 2025 (6 months)

Provided outpatient and inpatient medical care, ward rounds, emergency management, and referrals. Participated in multidisciplinary management and clinical decision-making, and supported junior clinicians.

Clinical Care Emergency management Clinical Documentation Multidisciplinary Team Management Clinical Decision Making

Clinical Research Assistant

Ministry of Health – Kenya

Feb 2024 - Apr 2024 (2 months)

Supported implementation research evaluating quality of clinical care and management of major causes of morbidity and mortality. Conducted structured interviews with healthcare providers and managed research data using RedCap and electronic data-collection tools.

Clinical Research Implementation Science Clinical Interviewing REDCap Data Collection Data Quality Assurance Guideline Adherence

Medical Officer & Departmental Head – Medical Wards

Jekim Hospital – Nkubu

Jul 2022 - Jul 2023 (1 year)

Coordinated medical ward operations and supported clinical standards and day-to-day service delivery. Managed medical, surgical, obstetric, and gynecological patients, and supervised junior clinicians.

Clinical Care Ward Management Supervision Clinical Teaching Multidisciplinary Team Management

Medical Officer Intern

Karatina Level 4 Hospital

May 2021 - May 2022 (1 year)

Completed rotations in Internal Medicine, General Surgery, Paediatrics, Obstetrics & Gynaecology, Psychiatry, and Community Health. Managed outpatient and inpatient cases under supervision and participated in emergency and acute care.

Clinical Rotations Emergency Care Acute Care Clinical Documentation Multidisciplinary Care

Medical Officer – Phase I Clinical Evaluation & Expert Panel

MOOVE

Aug 2026 - Present (2 months)

Served as a Medical Officer and clinical expert panel member during Phase I validation of an LLM-based clinical support tool for lower-level healthcare facilities. Reviewed AI-generated clinical scenarios and patient-management recommendations, assessing clinical accuracy, safety, appropriateness, and alignment with Kenyan national clinical guidelines.

Medical AI Evaluation LLM Evaluation Clinical Decision Support Evaluation Clinical Safety Assessment Guideline Based Evaluation Clinical Content Review

Clinical Data Abstractor

University of Nairobi – Institute of Tropical and Infectious

Apr 2025 - Present (1 year 6 months)

Reviewed patient records to assess clinical presentation, diagnoses, investigations, management, clinical progression, and documented cause of death. Applied ICD-11 classification principles and reconciled discrepancies between documented diagnoses and clinical evidence.

Medical Record Review ICD 11 Clinical Data Abstraction Data Quality Assurance Clinical Research