Key Skills

Software

CVAT

OpenCV AI Kit (OAK)

Toloka

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Classification

Data Collection

Fine Tuning

Object Detection

Translation Localization

Freelancer Overview

At NtechLab — laboratory for computer-vision models and AI video-analytics software; multiple ML competition awards and consistently top NIST results. - I developed efficient pipelines for collecting data from open sources. This enabled our laboratory to make the training cycle nearly 2 times faster, achieve top places in competitions and ratings (NIST, IARPA etc.) and exceed the industrial standards for CV systems. - I implemented from scratch the use of crowdsourcing platforms and automation collecting and labeling data processes in the company. This included conducting research to evaluate the accuracy of annotations and the relevance of the data to increase the volume of training datasets.

Labeling Experience

Education

Work History