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I am a clinical specialist and AI evaluator with eight years of experience in advanced clinical nursing, nursing education, patient care, and healthcare collaboration. My background includes clinical assessment, care coordination, patient education, professional documentation, staff mentoring, and supporting multidisciplinary teams across changing healthcare environments. I also bring three years of experience evaluating AI models and datasets, with a focus on health-related content, accuracy, safety, relevance, and alignment with clinical guidelines. I enjoy fact-checking, red-teaming, prompt-based testing, data annotation, and identifying opportunities to improve AI system performance. I am organized, detail-oriented, dependable, and comfortable working independently across multiple platforms and deadline-driven projects.…I am a clinical specialist and AI evaluator with eight years of experience in advanced clinical nursing, nursing education, patient care, and healthcare collaboration. My background includes clinical assessment, care coordination, patient education, professional documentation, staff mentoring, and supporting multidisciplinary teams across changing healthcare environments. I also bring three years of experience evaluating AI models and datasets, with a focus on health-related content, accuracy, safety, relevance, and alignment with clinical guidelines. I enjoy fact-checking, red-teaming, prompt-based testing, data annotation, and identifying opportunities to improve AI system performance. I am organized, detail-oriented, dependable, and comfortable working independently across multiple platforms and deadline-driven projects.

Victor Oduor Ongeche

AI Evaluator, Data Annotator, AI Trainer, +2

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I am a clinical specialist and AI evaluator with eight years of experience in advanced clinical nursing, nursing education, patient care, and healthcare collaboration. My background includes clinical assessment, care coordination, patient education, professional documentation, staff mentoring, and supporting multidisciplinary teams across changing healthcare environments. I also bring three years of experience evaluating AI models and datasets, with a focus on health-related content, accuracy, safety, relevance, and alignment with clinical guidelines. I enjoy fact-checking, red-teaming, prompt-based testing, data annotation, and identifying opportunities to improve AI system performance. I am organized, detail-oriented, dependable, and comfortable working independently across multiple platforms and deadline-driven projects.…I am a clinical specialist and AI evaluator with eight years of experience in advanced clinical nursing, nursing education, patient care, and healthcare collaboration. My background includes clinical assessment, care coordination, patient education, professional documentation, staff mentoring, and supporting multidisciplinary teams across changing healthcare environments. I also bring three years of experience evaluating AI models and datasets, with a focus on health-related content, accuracy, safety, relevance, and alignment with clinical guidelines. I enjoy fact-checking, red-teaming, prompt-based testing, data annotation, and identifying opportunities to improve AI system performance. I am organized, detail-oriented, dependable, and comfortable working independently across multiple platforms and deadline-driven projects.

Available to hire

I am a clinical specialist and AI evaluator with eight years of experience in advanced clinical nursing, nursing education, patient care, and healthcare collaboration. My background includes clinical assessment, care coordination, patient education, professional documentation, staff mentoring, and supporting multidisciplinary teams across changing healthcare environments.

I also bring three years of experience evaluating AI models and datasets, with a focus on health-related content, accuracy, safety, relevance, and alignment with clinical guidelines. I enjoy fact-checking, red-teaming, prompt-based testing, data annotation, and identifying opportunities to improve AI system performance. I am organized, detail-oriented, dependable, and comfortable working independently across multiple platforms and deadline-driven projects.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Work Experience

AI Model Evaluation and Data Annotation Contributor at Multiple Platforms

January 1, 2024 - Present

Evaluated AI-generated responses for accuracy, quality, relevance, safety, and domain appropriateness, including general and medical or health information. Managed assignments across multiple AI evaluation and data-annotation platforms, researched and fact-checked outputs against clinical references, conducted red-teaming, created targeted prompts, and identified errors, unsafe recommendations, vulnerabilities, and edge cases. Worked independently while maintaining quality and adapting to changing project requirements.

Nursing Consultant at MP Shah Hospital

January 1, 2023 - Present

Provided nursing consultancy services, contributing clinical expertise and professional guidance. Supported care coordination, clinical documentation, and communication with healthcare professionals.

Nurse Practitioner at Aga Khan Hospital

January 1, 2023 - Present

Provided advanced nursing and patient-care services, supporting assessment, diagnosis, treatment planning, patient education, and continuity of care. Collaborated with multidisciplinary healthcare teams and maintained accurate clinical documentation.

Nurse Educator at Aga Khan University Hospital

January 1, 2022 - Present

Designed and delivered nursing education and training to support clinical skill development and adherence to best-practice standards. Mentored nursing staff and students and contributed to curriculum and competency development.

Nursing Intern at Rift Valley Provincial General Hospital

January 1, 2017 - January 1, 2018

Supported patient care through multidisciplinary collaboration, patient monitoring, medication and treatment administration, medical-record maintenance, care-plan development, patient education, and timely documentation.

Clinical Rotations at Kenyatta National Hospital

January 1, 2012 - January 1, 2016

Performed clinical assessments, basic nursing procedures, documentation, and ward-support activities under supervision. Applied infection-control, hygiene, and patient-safety procedures while working with clinical staff and multidisciplinary teams.