- 🔭 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
- Singapore
- https://www.ethan-eplee.com
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HorseRacePrediction
HorseRacePrediction PublicUsing machine learning models to predict the outcome of a horse race, and run backtesting to see if we can profit from betting
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data-science-aws
data-science-aws PublicApplied 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
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Inventory-Forecasting
Inventory-Forecasting PublicCompleted this project as part of Cognizant's Artificial Intelligence Virtual Experience Program to help a business client optimize the level of inventory
Jupyter Notebook
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Housing-Price-Prediction
Housing-Price-Prediction PublicBuilding a linear regression model to predict housing prices in Ames, USA - GA Data Science Immersive Project
Jupyter Notebook
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West-Nile-Virus-Prediction
West-Nile-Virus-Prediction PublicBuild 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
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Subreddit-Classification
Subreddit-Classification PublicUsing webscraping, APIs, NLP and classification modelling to classify posts from two subreddits
Jupyter Notebook 2
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