
Patrice Vuganeza
@patricevuganeza
Data Annotation Specialist at Renew Capital annotating image and thermal video datasets for AI.
What I'm looking for
At Renew Capital, I annotate image and video datasets for AI and machine-learning applications using CVAT. I label objects with bounding boxes and polygons, working with both visible-spectrum and thermal video.
I review and validate annotations against project guidelines, identifying errors, inconsistencies, and ambiguous cases to support reliable training data. I also work with team members to resolve annotation questions and improve consistency.
In computer-vision projects, I developed YOLO object-detection workflows and CNN-based image-classification solutions using PyTorch. My projects also included wildlife recognition, face recognition, and GAN-based medical-image generation.
Experience
Work history, roles, and key accomplishments
Junior Data Annotator
Renew Capital
Jan 2024 - Present (2 years 9 months)
Annotate image and video datasets for AI and machine-learning applications using CVAT, including object labeling, bounding boxes, and polygons. Review and validate annotations, identifying labeling errors, inconsistencies, ambiguous cases, and other data-quality issues.
Intern
Electronics Laboratory, IPRC Tumba
Jan 2016 - Dec 2017 (1 year 11 months)
Supported electronics laboratory activities and practical technical exercises. Assisted students with electronics and microcontroller projects and helped troubleshoot technical issues.
ICT & Electronics Teacher
NTSS Nyamagabe
Jan 2013 - Dec 2014 (1 year 11 months)
Delivered ICT and electronics training and prepared technical learning materials. Guided learners through practical exercises and technical problem-solving.
Education
Degrees, certifications, and relevant coursework
ICT Chamber
Data Engineering, Data Engineering
Completed training in Data Engineering.
IDA Technology
Internet of Things (IoT), Internet of Things (IoT)
Completed training in Internet of Things (IoT).
IPRC Kigali
Web Development, Web Development
Completed training in Web Development.
National University of Rwanda
Bachelor of Engineering, Electrical and Electronic Engineering
Bachelor of Engineering in Electrical and Electronic Engineering with a specialization in Electronics and Communication Systems Engineering.
ALX Africa
Data Science, Data Science
Completed training in Data Science.
WorldQuant University
Data Science, Data Science
Completed training in Data Science.
HuzaLabs
Natural Language Processing, Natural Language Processing
Completed training in Natural Language Processing.
LeapRLabs
Artificial Intelligence, Artificial Intelligence
Completed training in Artificial Intelligence.
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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