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sfreagin/README.md

Welcome!

Hello and welcome to my personal GitHub!

I'm currently exploring:

  • NLP and LLM applications
    • Check the arXiv Explorer repo and related streamlit app
    • Expanding on the above work, working towards a potential journal publication on trends in academic research over time
  • Machine Learning algorithms and techniques for Graduate School projects
    • e.g. regression, classification, clustering, neural nets, Random Forest, Decision Trees, KNeighbors, Keras / Tensorflow
    • e.g. gridsearching to tune parameters, dimensionality reduction techniques, time series analyses
  • Structure and mathematics of Executive Compensation practices for publicly-traded companies
    • Data pulled from SEC.gov filings
    • Philosophical considerations, governance mechanisms, unintended consequences
  • Quantum computing libraries
    • e.g. Qiskit, Cirq, pyquil (soon)

My education background is Applied Math and Physics, including quantum and statistical mechanics (shout-out to the Boltzmann Brains). I will complete a Master's Degree in Data Science in April 2024. I have professional experience in HR and Executive & Equity Compensation roles, marketing research, and the most love for natural and quantitative sciences.

Thanks for visiting! Please have a look around.

Pinned

  1. arXiv_explorer arXiv_explorer Public

    An application that pulls and summarizes recent activity from arXiv.org for researcher convenience

    Jupyter Notebook 1 1

  2. justinm329/Earthquake_Analysis justinm329/Earthquake_Analysis Public

    Jupyter Notebook

  3. SEC_testing SEC_testing Public

    Capstone project for data science bootcamp, includes financial modeling / predictive algorithms / streamlit app / and more!

    Jupyter Notebook 6 2

  4. parking_meters parking_meters Public

    Time Series models (in R) to forecast parking meter activity in the city of San Diego

    HTML 1

  5. ADS507_airlines ADS507_airlines Public

    A data pipeline using R -> MySQL -> Python to manage data relating to airlines, airports, and weather activity

    Jupyter Notebook 1

  6. 5000miles/climate_change 5000miles/climate_change Public

    Jupyter Notebook 1