ropafadzo caroline dzingirai
@ropafadzocarolinedzi
I evaluate AI outputs and create digital content that strengthens businesses’ online presence.
ZimbabweWhat I'm looking for
I evaluate and annotate AI-generated text, image, audio, and video content across RWS, Invisible Technologies, Prolific, TELUS Technology, Pareto AI, and other platforms. My work applies structured guidelines to improve accuracy, consistency, instruction adherence, and dataset reliability.
At RWS and Invisible Technologies, I compare model outputs with detailed prompts and reference media, assessing visual fidelity, motion, audio-visual synchronization, caption accuracy, continuity, and character identity. I also bring hands-on experience in image annotation, bounding boxes, tagging, classification, data extraction, and quality auditing.
Alongside AI work, I support research and administrative projects and create Canva-based social media graphics, flyers, branding materials, business cards, and promotional designs. I’m continuously building my skills in AI evaluation, prompt engineering, workflow processes, social media management, and UX design.
Experience
Work history, roles, and key accomplishments
Compared text-to-audio-video model outputs against detailed cinematic prompts for visual and motion fidelity. Conducted reconstruction similarity analysis to determine alignment with original reference videos. Assessed audio-visual synchronization, lighting accuracy, texture realism, and environmental consistency.
Worked as Data Annotator at Invisible.
Worked as Virtual Assistant at Freelance.
Evaluated AI-generated text and video outputs using structured consistency and quality guidelines. Verified shot continuity, motion integrity, and character identity alignment across reference images and videos. Assessed caption accuracy and descriptive clarity against visual outputs. Applied structured pass/fail logic to strengthen dataset quality and model reliability.
Reviewed AI-generated audio, image, and video outputs for clarity and instruction alignment. Detected noise issues, distortions, and classification inconsistencies. Delivered structured quality assessments to improve training dataset reliability.
Annotated image datasets using bounding boxes and classification labels with high precision. Verified object identity and feature consistency across visual datasets. Identified labeling errors and inconsistencies impacting model performance.
Worked as Photo Annotator and Evaluater at TELUS.
Worked as Data Annotator at Pareto.AI.
Worked as Research Assistant at University of Zimbabwe.
Research enumerator
Apr 2018 - Oct 2019 (1 year 6 months)
I work on a contract basis but on different locations depending with the research at hand.
I worked in Chivi rural in Masvingo Province, Zimbabwe on Effects of Migration project in 2018 April doing interviews using the CS entry software for data collection.
May,2018, i was an Audio Transcriptor of Interviews we did from Shona to English
Worked on a Sapphire Project/ Forest Forces on a follow
Human Resource Management Intern
Mar 2015 - Dec 2015 (9 months)
Worked as Human Resource Management Intern at Ministry of Primary and Secondary Education of Zimbabwe.
Education
Degrees, certifications, and relevant coursework
Midands State University
ALX Academy
Certificate, Virtual Assistant
2024 - 2024
Coursera
Certificate, UX Design
Alison
Certificate, Executive Assistant Skills
2023 - 2023
Midlands State University Zimbabwe
BSc Human Resource Management, Social Sciences
2013 - 2016
Midlands State University
Bachelor of Science, Social Sciences
2013 - 2016
Pursued a Bachelor of Science in Human Resource Management at Midlands State University from 2013 to 2016.
Tech stack
Software and tools used professionally
Availability
Location
ZimbabweAuthorized to work in
Job categories
Skills
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