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@jman4162
jman4162
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John Hodge jman4162

Electromagnetics and machine learning researcher (applied scientist) with a background in antennas, metamaterials, RF modeling & simulation, and deep learning.

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jman4162/README.md
  • 🔭 I’m currently working on developing state-of-the-art machine learning solutions, including deep learning and generative AI models for various applications such as computer vision, event detection, and natural language processing.
  • 🌱 I’m currently learning about multimodal foundational models and large language models (LLMs), with a focus on applying low-rank adaptation (LoRA) techniques.
  • 👯 I’m looking to collaborate on innovative ML projects, especially those involving RFID technology, phased array antennas, and wireless communication systems.
  • 🤔 I’m looking for help with exploring new job opportunities in multimodal foundational models and LLMs.
  • 💬 Ask me about machine learning, RF modeling, phased array antennas, or anything related to electromagnetic simulations.
  • 📫 How to reach me:
  • ⚡ Fun fact: I'm a Duke basketball fan, an avid hiker, and I enjoy brewing specialty coffee.

Popular repositoriesLoading

  1. Phased-Array-Antenna-ModelPhased-Array-Antenna-ModelPublic

    This tutorial offers a comprehensive guide to computing and visualizing the radiation patterns of phased array antennas using Python, suitable for both beginners and advanced users interested in a…

    Jupyter Notebook 26 8

  2. electromagnetics-work-sampleselectromagnetics-work-samplesPublic

    Providing work samples of electromagnetic, RF, antenna, and radar system analysis that I performed for graduate school assignments.

    MATLAB 7 4

  3. PyTorch-Vision-Transformers-ViTPyTorch-Vision-Transformers-ViTPublic

    Explore fine-tuning the Vision Transformer (ViT) model for object recognition in robotics using PyTorch. This tutorial covers setup, training, and evaluation processes, achieving impressive accurac…

    Jupyter Notebook 5

  4. Baseball-Pitch-Sequence-PredictionBaseball-Pitch-Sequence-PredictionPublic

    This GitHub repository is dedicated to the development and training of a Transformer-based deep learning model for predicting the next pitch type in a baseball game, utilizing historical data on ba…

    Jupyter Notebook 4

  5. hmm-taggerhmm-taggerPublic

    Forked fromudacity/hmm-tagger

    Hidden Markov Model (HMM) Part of Speech tagger project for the Udacity Natural Language Processing (NLP) Nanodegree

    HTML 1

  6. RF-and-Antenna-TutorialsRF-and-Antenna-TutorialsPublic

    Explore RF engineering and antenna design through tutorials covering theory, simulations, and Python code examples. Ideal for students and professionals looking to deepen their understanding of RF …

    Jupyter Notebook 1 1


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