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Freelancer Overview

I have over 10 years of experience as a machine learning engineer and tech lead, specializing in building scalable AI and data solutions across healthcare, fintech, financial services, retail, and e-commerce. My work has included designing and leading end-to-end ML and GenAI platforms, where I have been deeply involved in all aspects of data labeling, annotation, and training data pipeline development. I am highly skilled in NLP, Retrieval-Augmented Generation (RAG), and explainable AI, leveraging tools like TensorFlow, PyTorch, Hugging Face, LangChain, and vector databases to create robust, high-quality datasets for LLMs and other ML models. My experience also includes implementing data governance, audit trails, and model evaluation metrics to ensure data quality and compliance in regulated environments. I am passionate about transforming raw data into actionable insights and have a proven track record of improving data reliability, model performance, and business outcomes through advanced data engineering, annotation workflows, and collaboration with cross-functional teams.

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