I will evaluate ai model outputs and provide expert rlhf feedback

Are you building or improving an AI model and need expert human feedback? I will evaluate your AI outputs with the depth and precision that comes from 3+ years of hands-on ML research at IIT Madras.

What I deliver:

Evaluate and rank AI-generated responses for quality, accuracy, and helpfulness

Identify hallucinations, logical errors, and unsafe outputs

Provide structured RLHF preference data (preferred vs rejected responses)

Assess code generated by AI models for correctness and efficiency

Write detailed feedback reports that your team can act on immediately

My background:

I work at AI4Bharat (IIT Madras) building production AI systems. I have fine-tuned BERT for text classification, built NLP pipelines with Hugging Face Transformers, and evaluated deep learning models across multiple domains.

Certified by Stanford / DeepLearning.AI (Machine Learning Specialization), Meta, Google, and IBM.

This is not generic feedback it is expert evaluation from someone who builds AI systems professionally.

Message me before ordering to discuss your dataset size and evaluation criteria.