Aditya Kumar

Key Skills

Software

Label Studio

Other

Top Subject Matter

AI Model Training/Data Annotation

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Video

Image

Text

Document

Top Label Types

Segmentation

Classification

Freelancer Overview

AI Trainer (Aether Generalist) | Outlier AI | Freelance, Remote. Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. AI-training focus includes data types such as Image and labeling workflows including Evaluation and Rating.

Labeling Experience

Image Annotation Practice Project

Label StudioImageClassification

During this image annotation practice project, I labeled images with object-level tags following predefined guidelines. Consistency and accuracy were ensured across all annotation samples. This project involved enhancing the dataset for AI applications. Labeled images with object-level tags. • Followed predefined guidelines for annotation. • Ensured consistency across samples. • Enhanced dataset for AI use.

During this image annotation practice project, I labeled images with object-level tags following predefined guidelines. Consistency and accuracy were ensured across all annotation samples. This project involved enhancing the dataset for AI applications. Labeled images with object-level tags. • Followed predefined guidelines for annotation. • Ensured consistency across samples. • Enhanced dataset for AI use.

2022

Video Annotation Practice Project (Self-Learning)

Label StudioVideoSegmentation

In this self-learning project, I performed video annotation for AI training using Label Studio. I focused on identifying relevant moments and accurately marking temporal boundaries. Actions and visible objects were classified according to instructions. Metadata was added to enhance dataset usability. • Annotated short videos for AI training. • Identified and marked accurate temporal boundaries. • Classified actions and objects based on instructions. • Tagged metadata to improve dataset quality.

In this self-learning project, I performed video annotation for AI training using Label Studio. I focused on identifying relevant moments and accurately marking temporal boundaries. Actions and visible objects were classified according to instructions. Metadata was added to enhance dataset usability. • Annotated short videos for AI training. • Identified and marked accurate temporal boundaries. • Classified actions and objects based on instructions. • Tagged metadata to improve dataset quality.

2022

AI Trainer (Aether Generalist) | Outlier AI | Freelance, Remote

OtherImage

As an AI Trainer (Aether Generalist) at Outlier AI, I evaluated AI-generated responses for accuracy, clarity, and quality as part of large-scale model training. My responsibilities included image and video data annotation, maintaining high standards and meeting deadlines. I consistently delivered high-quality feedback to improve model outputs. • Conducted LLM response evaluation with 95% accuracy. • Performed data annotation in the image and video domains with a 90% success rate. • Worked approximately 7–8 hours per week in a freelance, remote capacity. • Ensured thorough evaluation and review of AI-generated outputs.

As an AI Trainer (Aether Generalist) at Outlier AI, I evaluated AI-generated responses for accuracy, clarity, and quality as part of large-scale model training. My responsibilities included image and video data annotation, maintaining high standards and meeting deadlines. I consistently delivered high-quality feedback to improve model outputs. • Conducted LLM response evaluation with 95% accuracy. • Performed data annotation in the image and video domains with a 90% success rate. • Worked approximately 7–8 hours per week in a freelance, remote capacity. • Ensured thorough evaluation and review of AI-generated outputs.

2025 - 2025

Education

Work History