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I'm an AI & NLP Research Scientist with 5+ years in Quantitative Finance, NLP, and AWS, specializing in LLMs like Codestral 7b, StarCoder, and Qwen. Expertise in model quantization, 8-bit inference, and deploying scalable AI on AWS.