I annotated basketball game footage for the Sports (Basketball) Video Annotation Project, tracking player movements and labeling gameplay events such as passes, shots, and rebounds.
I followed project-specific guidelines and maintained over 98% annotation accuracy through quality checks and validation. The structured video datasets supported AI model training and performance analysis.
As a Digiproctor Practitioner for Nursing Council of Kenya (NCK) & Clinical Officers Council (COC), I monitored and validated digital examination content and checked system outputs and submissions for accuracy.
Earlier, I assisted users with digital systems at National Social Security Fund (NSSF) and entered, reviewed, and validated digital records for Tutor & Allied Agency. I hold a Diploma in Software Engineering from Zetech University.

