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Appen
Clickworker
CVAT
Hasty
HiveMind
Labelbox
V7 LabsNo subject matter listed
Geospatial Tiled Imagery
Image
Video
Classification
Cuboid
Object Detection
SegmentationWith over 5 years of experience in data labeling and AI training data development, I specialize in creating high-quality, annotated datasets that serve as the foundation for robust machine learning models. My expertise spans the end-to-end data pipeline—from data collection and preprocessing to implementing precise annotation guidelines across various data types, including text, image, and video. I am proficient in using industry tools such as [mention specific tools, e.g., Labelbox, Supervisely, or in-house platforms] and have a strong understanding of labeler management, quality assurance frameworks, and inter-annotator agreement metrics to ensure consistency and accuracy in large-scale data operations. I have contributed to multiple high-impact projects, including fine-tuning computer vision models for object detection and developing nuanced text classification systems for intent recognition. My ability to bridge the gap between model requirements and practical data annotation has been key to improving model performance in real-world applications. By combining a meticulous approach to data integrity with a deep appreciation for how labeled data influences model behavior, I help teams build more reliable, efficient, and fair AI systems.
Our mission was to enhance the Alfred Eyes system by training its models to recognize patterns of suspicious activity, thereby enabling it to detect potential theft incidents in real time
The goal of the Berlin Golf project is to leverage AI-driven keypoint detection to revolutionize golf training. By automatically mapping a player's swing kinematics, the system will generate quantitative insights to help athletes and coaches optimize performance and prevent injury
This project leverages Nearmap's high-resolution aerial imagery to conduct detailed roof analysis, enabling precise measurements and condition assessments for accurate quoting and planning.
we were annotating construction site images that would boost the overall safety of the construction site
Diploma, Architecture
Certificate, Computer Packages and Computer Literacy
Data annotation expert
Data validator
