Akash B.

Key Skills

Software

Other

Top Subject Matter

Artificial Intelligence – Data Annotation & Model Training

Computer Vision – Video Segmentation & Object Interaction

Machine Learning – Quality Assurance & Dataset Review

Top Data Types

Video

Image

Audio

Top Task Types

Segmentation

Classification

Data Collection

Freelancer Overview

Education includes Secondary School Certificate, Tran Nath High School, Panihati (2016) and Higher Secondary School Certificate, Tran Nath High School, Panihati (2018).

Labeling Experience

Quality Reviewer – Egocentric Video Annotation

VideoSegmentation

Reviewed and corrected egocentric video segmentation labels for hand-object interaction tasks. Verified timestamp accuracy, action consistency, object naming, and segment boundaries according to annotation guidelines. Ensured labels used imperative instruction format, maintained dense or coarse consistency, and avoided hallucinated actions. Performed quality audits on task-focused hand movements across workplace activities while maintaining reviewer-safe annotation standards and high audit accuracy. Used segmentation workflows to validate action continuity, object interaction relevance, and compliance with annotation policies.

2026 - Present

Education

Work History