sui generis

Label and annotate video content frame-by-frame for AI training datasets, applying bounding boxes, object tracking, and keyframe interpolation. Process 400+ videos per week while maintaining a 95% QA accuracy rate.

Apply analytical judgment and guideline interpretation to review and respond to written content, evaluating tone, relevance, and factual accuracy.

Perform data annotation and labeling across text-based datasets for multiple concurrent clients, maintaining accuracy and consistency with client-specific guidelines. Conduct AI response evaluation, comparative ranking, and quality scoring to support RLHF model training.

Pursuing a Bachelor of Science in Nursing, currently in Year 2, Trimester 3.

Activities and societies: Completed hands-on exercises in prompt design, refinement, and testing; practiced chain-of-thought prompting, tone/persona control, token and context-window management, and techniques to reduce ambiguity and hallucination in generative AI outputs.

Free, CPD-accredited self-paced course covering prompt engineering fundamentals for generative AI — including tokens, context windows, temperature, top-p, system vs. user prompts, and ethical concerns such as bias, privacy, and hallucination management.

Activities and societies: Completed graded assignments analyzing WHO's six health system building blocks, with focus on primary health care and human resource capacity building in low- and middle-income countries.

Course on the core components of health systems per WHO guidance, covering health service organization, systems components, workforce development, and health policy advocacy.

Activities and societies: Studied the Quality Maternal and Newborn Care Framework from the 2014 Lancet Series on Midwifery; reviewed case studies and expert contributions from low-, middle-, and high-resource settings.

Course on high-quality maternal and newborn care, focused on the midwifery model of care and its evidence base for improving maternal and infant health outcomes globally.

Activities and societies: Completed graded quizzes and assignments across six modules covering global disease burden, health disparities, and health systems, with focus on low- and middle-income countries.

Comprehensive introduction to global health, examining what people get sick and die from, who is most affected, and cost-effective, sustainable approaches to addressing major health challenges worldwide.