Key Skills

Freelancer Overview

I have hands-on experience evaluating and training large language models, specializing in data labeling, annotation, and response quality analysis for AI systems. My work as an AI Engine Rater and Trainer involved benchmarking AI outputs, detecting hallucinations and bias, and providing structured feedback to fine-tune model performance. I am skilled in following strict annotation guidelines and maintaining high accuracy and consistency across large datasets. My background in English transcription further strengthens my attention to linguistic detail, context validation, and quality assurance. I am fluent in English, Bengali, and Hindi, and am comfortable working in remote, metrics-driven environments focused on AI safety and compliance.

Labeling Experience

Education

Work History