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keyoumao/README.md

Hello World!

Hi My name is Sam Mao

AI Test-Time Compute

I am an independent AI researcher focused on enterprise AI solutions, specifically in the areas of developing domain-specific LLM models and LLM evaluation for compound AI systems. I develop methodologies to ensure that large language models are effectively evaluated and that AI systems are architected for optimal performance and scalability within enterprise environments. I have contributed to various projects at both private sectors and academic institutions such as University of Wisconsin Madison, Oak Ridge National Laboratory, Idaho National Laboratory, including SaaS development, recommendation systems, search engine optimization, and government/commercial/defense initiatives. My background includes research positions at Florida Agricultural and Mechanical University, Florida State University, and the National High Magnetic Field Laboratory, where I utilized data science and machine learning for automation of advanced materials characterization. I hold a Ph.D. in Materials Science and Engineering and a Master's in Nuclear Engineering from Purdue University, and a BS in Mechanical Engineering from University of California San Diego. I am committed to helping organizations realize the transformative potential of AI.

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  1. AlphabetSoup AlphabetSoup Public

    Neuron Networks

    Jupyter Notebook

  2. Credit_Risk Credit_Risk Public

    Supervised Machine Learning and Credit Risk

    Jupyter Notebook 1 2

  3. Cryptocurrencies Cryptocurrencies Public

    Unsupervised Machine Learning and Cryptocurrencies

    Jupyter Notebook

  4. Mapping_Earthquakes Mapping_Earthquakes Public

    Data of earthquakes in tectonic plates.

    JavaScript 1

  5. TeamPythonKMJ/Trial TeamPythonKMJ/Trial Public

    Machine-learning driven design and selection of materials for SpaceX rockets.

    Jupyter Notebook 1

  6. ML_FUEL_CM_COMMSMAT ML_FUEL_CM_COMMSMAT Public

    Identifying Chemically Similar Multiphase Nanoprecipitates in Compositionally Complex Non-Equilibrium Oxides via Machine Learning

    Jupyter Notebook 2