Victor K.

Key Skills

Software

CVAT

Label Studio

VoTT

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Classification

Entity (NER) Classification

Mapping

Prompt + Response Writing (SFT)

Tracking

Freelancer Overview

I have experience managing data annotation projects involving multimodal datasets such as text, images and video. I have led teams through the full pipeline of data collection, annotation, validation, and quality assurance, ensuring that the datasets meet strict accuracy and consistency standards required for training advanced AI and machine learning models. My expertise includes working with various annotation tools (both proprietary and open-source like Label Studio and CVAT), developing detailed annotation guidelines, and collaborating closely with ML engineers to tailor data for specific model needs