Anuj Vj

Key Skills

Software

Micro1

Mercor

Top Subject Matter

Videos

Image

Audio

Top Data Types

Video

Image

Audio

Top Task Types

Classification

Prompt Response Writing SFT

RLHF

Fine Tuning

Freelancer Overview

Digital Annotation Expert. Brings 1 year of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Micro1, Mercor, and Outlier. Education includes Master of Arts, University of the Arts London (2024) and Certificate, Zee Institute of Creative Arts (2019). AI-training focus includes data types such as Video, Image, and Audio and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

AI Training Contributor (Video/Image/Audio)

ImagePrompt Response Writing SFT

As an AI Training Contributor at Outlier, I generated image prompts and evaluated AI-generated images for accuracy using cinematographic expertise. I assessed the anatomical, spatial, and lighting accuracy of outputs. My work ensured the AI’s visual outputs aligned with professional filmmaking standards. • Wrote high-detail descriptive prompts for image generation. • Reviewed outputs for visual and composition accuracy. • Identified hallucinations or inconsistencies in AI outputs. • Contributed to the refinement of prompt engineering for model tuning.

As an AI Training Contributor at Outlier, I generated image prompts and evaluated AI-generated images for accuracy using cinematographic expertise. I assessed the anatomical, spatial, and lighting accuracy of outputs. My work ensured the AI’s visual outputs aligned with professional filmmaking standards. • Wrote high-detail descriptive prompts for image generation. • Reviewed outputs for visual and composition accuracy. • Identified hallucinations or inconsistencies in AI outputs. • Contributed to the refinement of prompt engineering for model tuning.

2025 - Present

Digital Annotation Expert, Audio Expert

MercorVideo

As a Digital Annotation Expert and Audio Expert at Mercor, I collaborated on high-level data annotation projects providing expert feedback. I analyzed video, image, and audio datasets for project accuracy and guideline adherence. My role required the evaluation and refinement of machine learning data assets. • Carried out multi-modal data review and annotation. • Delivered rigorous quality assurance for diverse datasets. • Implemented project specifications for accurate labeling. • Participated in feedback cycles to improve annotation standards.

As a Digital Annotation Expert and Audio Expert at Mercor, I collaborated on high-level data annotation projects providing expert feedback. I analyzed video, image, and audio datasets for project accuracy and guideline adherence. My role required the evaluation and refinement of machine learning data assets. • Carried out multi-modal data review and annotation. • Delivered rigorous quality assurance for diverse datasets. • Implemented project specifications for accurate labeling. • Participated in feedback cycles to improve annotation standards.

2025 - Present

Digital Annotation Expert

Micro1VideoClassification

As a Digital Annotation Expert at micro1, I evaluated and annotated 360-degree video and spatial data for AI model training and improvement. I processed complex visual and behavioural information within immersive environments to ensure accurate data inputs for machine learning systems. My work focused on delivering precise and high-quality annotations for advanced neural networks. • Conducted pixel-accurate video labeling for spatial scene understanding. • Ensured annotation consistency and data integrity for immersive video datasets. • Collaborated with AI engineers to refine data curation protocols. • Provided feedback on annotation tools used in project workflows.

As a Digital Annotation Expert at micro1, I evaluated and annotated 360-degree video and spatial data for AI model training and improvement. I processed complex visual and behavioural information within immersive environments to ensure accurate data inputs for machine learning systems. My work focused on delivering precise and high-quality annotations for advanced neural networks. • Conducted pixel-accurate video labeling for spatial scene understanding. • Ensured annotation consistency and data integrity for immersive video datasets. • Collaborated with AI engineers to refine data curation protocols. • Provided feedback on annotation tools used in project workflows.

2025 - Present

AI Training Contributor (Video/Image/Audio)

AudioText Generation

As an AI Training Contributor at Outlier, I evaluated audio-visual alignment by executing 'Music Match' tasks for AI model improvement. This required assessing the emotional and rhythmic coherence between audio and video content. My responsibilities included rating and providing detailed feedback on machine-generated outputs. • Analyzed emotional resonance and timing alignment in media pairs. • Ensured musical elements matched visual cues. • Delivered structured evaluations to enhance dataset quality. • Provided expertise on audio-visual storytelling alignment.

As an AI Training Contributor at Outlier, I evaluated audio-visual alignment by executing 'Music Match' tasks for AI model improvement. This required assessing the emotional and rhythmic coherence between audio and video content. My responsibilities included rating and providing detailed feedback on machine-generated outputs. • Analyzed emotional resonance and timing alignment in media pairs. • Ensured musical elements matched visual cues. • Delivered structured evaluations to enhance dataset quality. • Provided expertise on audio-visual storytelling alignment.

2025 - 2025

Education

Work History