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pinstripezebra/README.md

About Me

Experienced developer with a focus on developing ETL, analytic, and machine learning systems in a manufacturing environment.

My main area of expertise is in developing back end, machine learning, and reporting systems to drive operational efficiency,track KPI's, and identify inefficiencies.

In my spare time I enjoy designing web applications and machine learning pipelines to explore data that I find interesting. Usually something economics, geography, image recognition, or NLP

  • 🔭 I’m currently working on Optigame; a boardgame tracking and exploration site to serve as the home for any boardgame fan looking to find new games
  • 📫 How to reach me: [email protected]
  • 🌱 I’m currently learning to improve my front end skills in React

Skillset

Skills Details
Languages Python, MySQL, PostgreSQL, React
Libraries & Frameworks Pandas, NumPy, scikit-learn, Flask, FastAPI, TensorFlow Matplotlib
Cloud Platforms MS Azure, Render
Machine Learning Time Series Forecasting(statsmodels/Prophet), Traditional(Scikit-Learn), Deep Learning(Tensorflow)
Data Visualization PowerBi, Plotly, Matplotlib, Seaborn
Containerization Docker

Pinned Loading

  1. optigame_simple optigame_simple Public

    Optigame serves as a one stop shop to allow boardgame lovers to find new games that they will love. This is powered by a backend leveraging FastAPI, postgreSQL, and a game recommendation engine wit…

    Python

  2. optirun optirun Public

    Optirun provides custamizable running forecasts enabling runners to always be running in the best possible conditions for them. This leverages Pythons Dash for visualization, Flask for the backend,…

    Jupyter Notebook

  3. commodities_test commodities_test Public

    Dash Application that explores Impact of Geopolitical conflict on Commodities prices using Machine Learning and data from Public API's.

    Python

  4. graffiti_dashboard graffiti_dashboard Public

    This project compares the rate of graffiti in U.S. cities by randomly sampling images using Google Streetview API, training a CNN to classify graffiti, and comparing them using a Dash Application D…

    Jupyter Notebook 1 1

  5. DS785-Capstone DS785-Capstone Public

    Repository containing code for a Masters Thesis using Deep Learning to predict Commercial Aircraft delays.

    Python

  6. Timeseries-Forecasting Timeseries-Forecasting Public

    This project applies time series forecasting to predict U.S. monthly traffic by state, comparing performance of Prophet, XGBoost, and SARIMAX models.

    Jupyter Notebook 1