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ethan-eplee/README.md

Hi there, Ethan here! 👋

  • 🔭 I’m currently working at a power and infrastructure company that is transiting towards a greener portfolio. I help to build financial models to determine the commercial viability of green projects in the region.
  • 🌱 I recently graduated from General Assembly and it had been a great data science and ML journey thus far! See my experience with GA here!
  • 🤔 Recently got down to writing about my data science journey, see more of my notes and stories here! https://medium.com/@ethan-eplee
  • 💬 Ask me about my experience in engineering, finance, data science or projects!
  • 📫 How to reach me: https://www.linkedin.com/in/eepinlee/
  • ⚡ Fun fact: I'm red-green colourblind!
  • 🦈 Website is finally out! Please visit www.ethan-eplee.com

Ethan's github stats

Pinned

  1. HorseRacePrediction HorseRacePrediction Public

    Using machine learning models to predict the outcome of a horse race, and run backtesting to see if we can profit from betting

    Jupyter Notebook 10 6

  2. data-science-aws data-science-aws Public

    Applied data science project using purpose-built ML tools in the AWS cloud, including AutoML, Amazon SageMaker and custom BERT models to build, train and deploy scalable, end-to-end ML pipelines fo…

    Jupyter Notebook

  3. Inventory-Forecasting Inventory-Forecasting Public

    Completed this project as part of Cognizant's Artificial Intelligence Virtual Experience Program to help a business client optimize the level of inventory

    Jupyter Notebook

  4. Housing-Price-Prediction Housing-Price-Prediction Public

    Building a linear regression model to predict housing prices in Ames, USA - GA Data Science Immersive Project

    Jupyter Notebook

  5. West-Nile-Virus-Prediction West-Nile-Virus-Prediction Public

    Build a prediction model for the city of Chicago to decide where it can spray pesticide to rid the mosquito population and conduct a cost-benefit analysis including annual cost projections for vari…

    Jupyter Notebook 1

  6. Subreddit-Classification Subreddit-Classification Public

    Using webscraping, APIs, NLP and classification modelling to classify posts from two subreddits

    Jupyter Notebook 2