Yehor Orlov
I’m a detail-oriented production and data labeling professional with experience leading end-to-end execution across media projects and supporting AI systems through high-accuracy dataset creation.
About
I’m a detail-oriented production and data labeling professional with experience leading end-to-end execution across media projects and supporting AI systems through high-accuracy dataset creation. I coordinate cross-functional teams, manage budgets and daily workflows, and keep projects moving smoothly from planning through delivery.
In my AI work, I annotate and QA large volumes of image and video data (including 2D/3D-style segmentation and object tracking) while maintaining strict quality guidelines. I’m a fast learner and a friendly communicator who helps teams deliver reliable results under tight deadlines.
- 2 years' experience
- Joined November 2026
Industry experience
- Media & Entertainment
- Computers & Electronics
- Software & Internet
More experts in Toronto, Canada
Work experience
Managed end-to-end execution for 20 media projects from initial planning and production through final editing. Led and coordinated a cross-functional team of 20+ professionals across 5 departments to ensure smooth operations. Oversaw project budgets with disciplined allocation, cost control, and efficient resource management. Acted as primary client contact, managing communications, progress updates, and feedback; also handled administrative planning and task scheduling to maintain uninterrupted daily workflows. Fostered a collaborative, supportive working environment for both crew and clients across all project phases.
Annotated and tagged over 100,000 data points with 97% accuracy under strict quality guidelines. Labeled high-volume image and video data using bounding boxes, polygons, and pixel-level semantic segmentation for computer vision models. Used 3D point cloud mapping to accurately delineate physical object dimensions and spatial orientations. Tracked moving objects across multi-frame video sequences while maintaining object ID consistency through occlusions. Authored descriptive captions and performed QA filtering to remove noisy data and improve dataset quality.
Education
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