ethan-eplee,Ethan Lee,github

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 Lee's Projects

stock-price-prediction

Predicting stock price and returns using a supervised regression framework. Independent variables used are historical price data, correlated stocks, spot currency rates and price data of major indices.

subreddit-classification

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

svm-facial-recognition

Using the SVM algorithm for Facial Recognition

the_data_science_handbook

Source code for The Data Science Handbook

west-nile-virus-prediction

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 various levels of pesticide coverage (cost) and the effect of these various levels of pesticide coverage (benefit).

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