I will data annotation, image video labeling, and dataset qa for ai models

I support all industry-standard data formats including YOLO, COCO JSON, Pascal VOC XML, CSV, and custom JSON schema. Whether you need 2D bounding boxes, polygon segmentation, or LiDAR point-cloud coordinates, I customize exports to integrate directly into your ML training pipeline.

I enforce a strict multi-tier QA workflow utilizing stochastic sampling and ground truth validation. Every batch undergoes random statistical audits to eliminate edge-case errors, label ambiguities, and boundary drifts, ensuring your dataset QA meets strict precision benchmarks before delivery.

Yes! I specialize in live video tracking, frame-by-frame object tracking, and complex multi-class detection (including MOD, PED, MSR, WLA, LDA). Using tools like CVAT, Via Photon, and Smart Kit Thanos, I manage high-density continuous video and 3D point-cloud datasets effortlessly.

I can work directly inside your proprietary annotation platform or set up standard platforms like CVAT and i-label. I easily adapt to client-managed environments, data digitization tools, or golden-algo setups while keeping all client workflows highly secure.

Data security is a top priority. I am fully prepared to sign non-disclosure agreements (NDAs) before reviewing your project files. All raw images, video streams, audio, and text datasets are stored in encrypted environments and deleted permanently upon final order approval and delivery.