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A. Achille Brice E.

A. Achille Brice E.

AI Generalist - Media Production & Project Management

CAMEROON flag
Buea, Cameroon
$15.00/hrIntermediateLabelboxOtherInternal Proprietary Tooling

Key Skills

Software

LabelboxLabelbox
Other
Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
VideoVideo

Top Label Types

Bounding Box
Classification
Object Detection
Data Collection
Question Answering
Text Summarization
Evaluation Rating

Freelancer Overview

I bring over 15 years of experience in media production, project management, and AI workflows, with a strong focus on data integrity and high-precision review. My background as a film director and creative operations lead has equipped me with a rigorous eye for detail, allowing me to excel in tasks such as continuity checking, quality control, and adherence to complex style guides—skills that directly translate to data labeling and annotation for AI training. I have managed large-scale, data-heavy projects, including Netflix deliverables, and led distributed remote teams to ensure the highest standards in asset management and workflow optimization. My expertise spans human-in-the-loop (HITL) processes, model evaluation (both visual and textual), and providing RLHF feedback, making me passionate about contributing to the development and refinement of next-generation AI models.

IntermediateEnglishFrench

Labeling Experience

Video Annotator

Internal Proprietary ToolingVideoBounding BoxQuestion Answering
I worked on many video annotation projects aimed at training a computer vision model for motion detection and activity recognition, labeling over 1,500 video clips. My role involved frame-by-frame annotation with bounding boxes, ensuring consistency with object IDs, and addressing challenges like occlusions and fast motion to maintain 97–98% accuracy, bolstered by regular quality audits. This experience enhanced my precision and focus in managing dynamic visual data.

I worked on many video annotation projects aimed at training a computer vision model for motion detection and activity recognition, labeling over 1,500 video clips. My role involved frame-by-frame annotation with bounding boxes, ensuring consistency with object IDs, and addressing challenges like occlusions and fast motion to maintain 97–98% accuracy, bolstered by regular quality audits. This experience enhanced my precision and focus in managing dynamic visual data.

2024 - 2025

Image Annotator

Internal Proprietary ToolingImageBounding BoxClassification
One significant project I worked on involved preparing training data for a computer vision model focused on object detection and classification. My responsibilities included image annotation using bounding boxes and polygon segmentation, labeling multiple object categories per image, and ensuring clear separation of overlapping objects. The project contained over 25,000 images with 3–7 objects each, requiring adherence to strict quality assurance workflows and a minimum 98% annotation precision. Each batch underwent peer review, and discrepancies were corrected for ongoing consistency. This experience enhanced my attention to detail and ability to follow structured protocols essential for producing high-quality AI training data.

One significant project I worked on involved preparing training data for a computer vision model focused on object detection and classification. My responsibilities included image annotation using bounding boxes and polygon segmentation, labeling multiple object categories per image, and ensuring clear separation of overlapping objects. The project contained over 25,000 images with 3–7 objects each, requiring adherence to strict quality assurance workflows and a minimum 98% annotation precision. Each batch underwent peer review, and discrepancies were corrected for ongoing consistency. This experience enhanced my attention to detail and ability to follow structured protocols essential for producing high-quality AI training data.

2024 - 2025

Education

N

N/A

Certificate, Cybersecurity Incident Response Planning and Management

Certificate
2024 - 2024
G

Genesis Pictures Masterclass

Certificate, Directing and Editing

Certificate
2009 - 2009

Work History

C

Coreunit Group

Managing Director

Douala
2009 - Present
B

Binam Studios

Founder / Creative Director

Douala
2005 - Present