Leaky Barak
@leakybarak
Computer vision data specialist focused on high-quality image and video annotation.
What I'm looking for
I am a Computer Science graduate with over five years of remote experience in data annotation, computer vision, and AI projects, collaborating with global teams to build and validate datasets for machine learning and deep learning systems. I specialize in image and video annotation, object detection, semantic segmentation, and data quality assurance using tools like CVAT, Labelbox, Supervisely, LabelImg, and VIA.
I have contributed to self-driving car datasets, retail shelf detection, facial landmarking, and surveillance scene segmentation while training and supervising junior annotators and participating in model validation workflows. I am highly organized, self-driven, adaptable to remote work across time zones, and committed to maintaining annotation accuracy and consistent documentation.
Experience
Work history, roles, and key accomplishments
Computer Vision Specialist
Freelance / Multiple International Clients
Jan 2019 - Present (6 years 10 months)
Delivered large-scale image and video annotations for computer vision projects (self-driving, retail, facial recognition), led QA and supervised junior annotators to improve dataset consistency and model validation processes.
IT and Data Support Assistant
Various Online Companies
Aug 2018 - Dec 2020 (2 years 4 months)
Provided remote technical support, prepared and cleaned datasets for ML workflows, and managed cloud storage and collaboration tools to ensure reliable data delivery and project coordination.
Education
Degrees, certifications, and relevant coursework
University of Nairobi
Bachelor of Science, Computer Science
Activities and societies: Key coursework: Artificial Intelligence and Machine Learning; Data Structures and Algorithms; Object-Oriented Programming; Software Engineering; Database Management Systems; Web Development; Operating Systems and Networks.
Completed a Bachelor of Science in Computer Science with coursework in AI, data structures, software engineering, and databases, supporting skills in data annotation and computer vision.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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