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Vanmathi Nallusamy

@vanmathinallusamy

Message

I evaluate AI outputs across text, audio, image, and video using structured quality guidelines.

India

Message

What I'm looking for

I'm looking for remote, freelance, or contract work in AI evaluation, LLM evaluation, AI training, data annotation, multimodal evaluation, language evaluation, or AI-assisted content creation. I value clear guidelines, quality-focused work, and opportunities to learn new AI workflows.

I evaluate AI-generated text, images, videos, audio, and assistant responses against detailed task-specific guidelines. I compare language-model outputs, rank preferences, identify hallucinations and quality issues, and assess relevance, accuracy, completeness, fluency, consistency, and instruction adherence.

I also complete multi-speaker audio transcription and annotation, correct automated transcripts, identify speakers, and review pronunciation, accent, and speaker attributes when required. My work includes grounding checks, safety and ethics review, cultural and legal-context evaluation, and multimodal image and video comparison.

Alongside AI evaluation, I create AI-assisted visual storytelling concepts, scripts, storyboards, and prompt-driven image and video workflows. I'm continuing to build my knowledge of Python, LLMs, multimodal AI, agent benchmarking, responsible AI, Power BI, and data handling.

Experience

Work history, roles, and key accomplishments

AI Evaluation & Data Annotation

Freelance

Evaluated AI-generated text, images, videos, and responses using detailed task-specific guidelines. Compared outputs from multiple language models and performed preference ranking based on predefined criteria.