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Achievement: Pull Sharkx2

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Achievement: Pull Sharkx2

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emskiphoto/README.md

👨‍💻 Portfolio Projects (a blatant attempt to impress):

noaa_weather_hourly

  • Published on Python Package Index (PyPI) with Poetry for the world to use (pipx install noaa_weather_hourly).
  • Automatic file detection and multi-file grouping
  • Time-series wrangling & custom string --> datetime formatting
  • Publishing of internal package resources (.csv lookup files) using importlib
  • Creation of code that runs directly from command line using pipx.
  • Pyproject.toml editing for easy local build/testing and publishing to PyPi

ERCOT_electricity_price_forecast

  • Raw Data to ARIMA time-series forecasting model
  • Coordination of multiple Jupyter Notebooks via master config.py and Utils.py for custom functions
  • Dynamic, multiple axis, Matplotlib & Seaborn visualizations
  • Dynamically-assigned & pervasive color theme
  • Feature generation and selection

Pinned Loading

  1. noaa_weather_hourlynoaa_weather_hourlyPublic

    Cleans historical LCD weather files from NOAA and returns an hourly .CSV file

    Jupyter Notebook 1

  2. ERCOT_electricity_price_forecastERCOT_electricity_price_forecastPublic

    Generate hourly forecasts of the $/MWh Local Marginal Price (LMP) on the Day-Ahead (DA) and Real-Time (RT) markets

    Jupyter Notebook 2

  3. Market-driven-Cooling-Efficiency-Incentive-OptimizationMarket-driven-Cooling-Efficiency-Incentive-OptimizationPublic

    An alternative method of defining minimum part-load ("SEER/IEER") and full-load ("EER") efficiency levels.

    HTML 2

  4. Atlas-EV-HubAtlas-EV-HubPublic

    Script consolidates and cleans multiple EV registration .CSV files from the Atlas State EV website.

    Jupyter Notebook 1

  5. IB-APIIB-APIPublic

    Algorithmic trading on Interactive Brokers

    Jupyter Notebook 2 1

  6. Alpaca-Strategy-DevelopmentAlpaca-Strategy-DevelopmentPublic

    Query and process Alpaca OHLCV data. Add features, identify principal components and develop trade algorithm

    Jupyter Notebook 1 1