joel lunani
@joellunani
Meticulous Data Annotation Specialist with 7+ years of experience.
What I'm looking for
I am a meticulous and detail-oriented Data Annotation Specialist with over 7 years of experience enhancing human data for AI and machine learning projects. My expertise lies in annotating diverse data types, including text, images, audio, and video, utilizing advanced labeling tools such as LiDAR, Labelbox, and Prodigy. I thrive in high-volume, quality-controlled environments and am adept at following complex guidelines to ensure consistency and improve project outputs through precise, high-quality annotations.
Throughout my career, I have successfully conducted large-scale annotation tasks for various AI training datasets. At Aligner, I collaborated with project teams to clarify edge cases and enhance annotation standards. My role at Mindrift involved leading data labeling tasks and refining machine learning datasets for NLP and computer vision models, where I consistently exceeded quality benchmarks. As a Freelance Data Annotator with Toloka, I delivered high-volume outputs while maintaining quality control and reporting guideline ambiguities to improve labeling instructions.
Currently, I specialize in LiDAR annotation and segmentation for autonomous driving datasets at Remotasks, where I have achieved top-tier accuracy across multiple annotation types. My commitment to excellence and continuous improvement drives my passion for data annotation, and I am eager to contribute my skills to innovative projects in the AI/ML space.
Experience
Work history, roles, and key accomplishments
Data Annotator (LiDAR & Visual Tasks)
Remotasks
Jan 2023 - Dec 2024 (1 year 11 months)
Specialized in LiDAR annotation, 2D/3D image tagging, and segmentation specifically for autonomous driving datasets. Completed advanced platform certifications to gain access to sensitive, high-tier annotation projects. Achieved and maintained consistent top-tier accuracy across multiple annotation types.
Freelance Data Annotator
Toloka
Jan 2021 - Dec 2022 (1 year 11 months)
Performed diverse annotation tasks including image and text annotation, search relevance rating, and sentiment tagging. Delivered high-volume outputs while maintaining strict quality control standards for AI training data. Actively reported guideline ambiguities to help improve labeling instructions and processes.
Data Labeling Specialist
Mindrift
Jan 2019 - Dec 2020 (1 year 11 months)
Led data labeling tasks, including image annotation, question creation, and correction for various projects. Built and refined machine learning datasets specifically for NLP and computer vision models. Maintained strict consistency with project guidelines and consistently exceeded quality benchmarks.
Data Annotation Specialist
Aligner
Jan 2017 - Dec 2018 (1 year 11 months)
Conducted large-scale text, image, and video annotation for AI training datasets. Collaborated with project teams to clarify edge cases and improve annotation standards. Utilized LiDAR tools for 3D point cloud labeling and object detection tasks.
Education
Degrees, certifications, and relevant coursework
Egerton University
Bachelor of Science, Agricultural Engineering
2018 - 2023
Studied core principles of agricultural science and engineering, focusing on sustainable practices, crop production, and resource management. Gained practical skills in areas such as soil science, irrigation, and farm machinery.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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