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Freelancer Overview

I am an AI trainer and generative AI instructor with hands-on experience in data labeling, annotation, and evaluation for large language models and conversational AI systems. My background includes designing and grading structured assessments, curating datasets, creating annotation guidelines, and validating AI outputs for factuality, reasoning quality, and hallucination detection. I have worked extensively with prompt engineering, Retrieval-Augmented Generation (RAG) pipelines, and human-in-the-loop workflows, ensuring high-quality training data for NLP applications. My technical skills span Python, LLM APIs, Azure, Databricks, SQL, and chatbot frameworks. Notably, I have built and tested RAG-based chatbots, developed sentiment analysis and tweet classification models, and excel at explaining complex AI behavior to diverse audiences. My combination of technical expertise and instructional experience enables me to deliver precise, reliable, and actionable AI training data.

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