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👋 Hi there, I'm James Irving, Ph.D.

🔬 About Me

I am a Data Scientist with a Ph.D. in Neuroscience, specializing in advanced machine learning, deep learning, natural language processing (NLP), and AI techniques. I have a strong background in curriculum development, teaching, and research, with a proven track record of enhancing team productivity and driving impactful data-driven decisions.

🚀 What I Do

  • Develop and implement machine learning models and algorithms
  • Create and deliver data science curricula
  • Mentor and guide aspiring data scientists
  • Apply AI and LLM techniques to solve complex problems and innovate solutions

🌟 Recent Projects

📚 Education

  • Ph.D. in Neuroscience, University of Maryland
  • M.S. in Neuroscience, Tulane University
  • B.S. in Neuroscience with a Sociology Minor, Tulane University
  • Data Science Certificate, Flatiron School

🔧 Skills

  • Languages: Python, MATLAB, SQL
  • Machine Learning: scikit-learn, TensorFlow, Keras, XGBoost
  • NLP: nltk, spaCy, Hugging Face transformers
  • Data Visualization: Plotly, Seaborn, Matplotlib, Tableau
  • Tools: Git/GitHub, VS Code, Jupyter Notebook/Lab, AWS, GCP

🌐 Find Me

📄 My Resumes and CV

💬 Let's Connect

Feel free to reach out for collaborations, project discussions, or just a friendly chat about data science and AI!

James M. Irving, Ph.D.'s Projects

amazon-reviews-nlp-analysis icon amazon-reviews-nlp-analysis

Natural Language Processing analysis of Amazon Reviews data with companion app/dash with LLM/AI-based recommendations

autodocstring icon autodocstring

vscode extension that generates docstrings for python files

bs_ds icon bs_ds

PyPi-Published Package of Code and Tools written as a student in Flatiron's Data Science Bootcamp

caiman icon caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

catboost icon catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

cdds icon cdds

Python package for coding dojo data science students and faculty

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