Abstract

As a Data Scientist at the University of Michigan's MIDAS, I work with and aid in educating cutting edge researchers in leveraging advanced machine learning techniques and generative AI for social impact and scientific advancement. My expertise is varied; from statistical analysis and data mining to state-of-the-art machine learning and AI applications, with a particular focus on generative AI and Large Language Models (LLMs). In the past two years, generative AI has become a cornerstone of my daily work. I have authored multiple comprehensive guides on its application in research, curated essential literature for researchers interested in GenAI, and conducted classes for faculty on generative AI implementation. My hands-on experience includes fine-tuning LLMs for internal use at the University of Michigan, demonstrating my ability to adapt state-of-the-art AI technologies to specific organizational needs.

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