Shubham N.

Key Skills

Software

No software listed

Top Subject Matter

expert

Top Data Types

Image

Text

Video

Top Task Types

Prompt + Response Writing (SFT)

Geocoding

Text Summarization

Polygon

Point/Key Point

Segmentation

Freelancer Overview

Over the past two years, I have worked extensively in data annotation and labeling as a freelancer and through my roles at RWS. My work spans a wise range of computer vision tasks from image classification and tagging to more complex annotation like bounding boxes, polygon annotation, and semantic segmentation. I have also handle video annotation for object tracking and activity recognition. Working across multiple projects and clients has given me a strong eye for accuracy and consistency, which I know is critical when it comes to building reliable training datasets. I've collaborated with AI/ML teams to understand annotation guidelines and deliver labeled data that meets quality benchmarks on tight timelines. It's work I find genuinely meaningful — knowing that clean, well-labeled data is what makes the difference between a model that performs and one that doesn't.

Labeling Experience

Education

Work History