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Patrice Vuganeza

@patricevuganeza

Data Annotation Specialist at Renew Capital annotating image and thermal video datasets for AI.

Rwanda
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What I'm looking for

I'm interested in contributing to AI systems through reliable, high-quality training data, particularly in computer vision and other data annotation projects.

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

ET

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.

Education

Degrees, certifications, and relevant coursework

IC

ICT Chamber

Data Engineering, Data Engineering

Completed training in Data Engineering.

IT

IDA Technology

Internet of Things (IoT), Internet of Things (IoT)

Completed training in Internet of Things (IoT).

IK

IPRC Kigali

Web Development, Web Development

Completed training in Web Development.

National University of Rwanda logoNR

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.

AA

ALX Africa

Data Science, Data Science

Completed training in Data Science.

WorldQuant University logoWU

WorldQuant University

Data Science, Data Science

Completed training in Data Science.

HU

HuzaLabs

Natural Language Processing, Natural Language Processing

Completed training in Natural Language Processing.

LE

LeapRLabs

Artificial Intelligence, Artificial Intelligence

Completed training in Artificial Intelligence.

Tech stack

Software and tools used professionally

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