• Howard Nguyen

    PhD in Data Science / ML / Generative AI

  • Huntington Beach, CA, USA

    This is where I live

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Who I am

A hands-on, innovative AI, and data science leader with over 15 years of experience in machine learning (ML), deep learning (DL), and AI-driven analytics. Extensive expertise in designing and implementing advanced predictive models and data-driven automation to optimize business performance. Howard earned a Ph.D. in Data Science from a STEM University, with research focused on stacking Generative AI models for healthcare prediction applications.

What I do

I develop advanced predictive and forecasting models using machine learning, deep learning, and generative AI techniques. My work spans healthcare, finance, and marketing, and I focus on transforming complex data into actionable insights to drive innovation and improve decision-making.

View my research publication
Download my published research paper (pdf)

How I do it

I leverage a combination of traditional machine learning algorithms, cutting-edge neural network architectures, and generative AI. I ensure the highest accuracy and reliability of my predictive solutions through rigorous data analysis, feature engineering, model optimization/tuning, and model validation.

Learn more from my researches
Learn more from research on diabetes.

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AI/ML/DL Researches

81

Machine Learning

31

Deep Learning

105

Completed Projects

Machine Learning

Machine Learning is a subset of artificial intelligence that focuses on building systems capable of learning from and adapting to data without explicit programming. It involves algorithms that identify patterns, make decisions, and improve over time through experience, enabling predictions and insights from complex datasets.

Deep Learning

Deep Learning is a specialized branch of machine learning that utilizes neural networks with multiple layers (deep neural networks) to model complex patterns and representations in data. It excels in processing large volumes of unstructured data, such as images, audio, and text, to achieve high levels of accuracy in tasks like classification and prediction.

© Howard Nguyen, PhD in Data Science. Huntington Beach, CA