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BHANU PRATAP

@bhanupratap8

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I evaluate LLM outputs, improve AI training workflows, and deliver structured quality feedback.

India

Message

What I'm looking for

I'm looking for AI and LLM evaluation work where I can assess model outputs, improve training workflows, apply detailed rubrics, and provide structured feedback on quality, accuracy, relevance, and instruction adherence.

I evaluate AI-generated outputs across Handshake, Outlier AI, Mercor, and Micro1.ai, focusing on relevance, factual accuracy, completeness, consistency, and instruction adherence.

At Handshake, I review task submissions, trajectories, and verification sources against detailed guidelines. I provide actionable feedback and support contributors through chat and informal weekend Zoom sessions.

At Outlier AI, I supported model improvement through structured evaluation, annotation, ranking, and feedback. My work assesses generated responses for accuracy, relevance, clarity, consistency, and project-specific quality standards.

I bring a foundation in machine learning, prompt engineering, data validation, research, and quality assurance to LLM and Generative AI environments. I also communicate effectively in technical documentation and evaluation workflows.

Experience

Work history, roles, and key accomplishments

Current

Reviewer

Current

Handshake

Jan 2026 - Present (8 months)

Review AI task submissions for quality, correctness, completeness, and adherence to detailed evaluation guidelines. Evaluate task trajectories and verification sources and provide clear, actionable feedback.

AI Evaluation Quality Assurance Feedback Attention To Detail

AI / Technical Talent Platform

Mercor

Jan 2023 - Jan 2026 (3 years)

Worked within AI-focused technical workflows involving structured evaluation and quality assessment. Applied requirement-based assessment while maintaining accuracy, consistency, and attention to detail.

AI Evaluation Quality Assessment Attention To Detail

AI Trainer / AI Evaluator

Outlier AI

Jan 2023 - Jan 2026 (3 years)

Performed AI training and evaluation work, assessing generated outputs against project-specific quality standards. Evaluated responses for accuracy, relevance, clarity, consistency, and adherence to detailed instructions.

AI Training AI Evaluation Data Annotation Quality Assessment Feedback

AI / Technical Talent Platform

Micro1.ai

Jan 2023 - Jan 2026 (3 years)

Worked with specialized AI and technology workflows involving evaluation and quality-focused tasks. Assessed work against defined requirements and adapted to evolving project expectations.

AI Evaluation Quality Assurance Adaptability