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Ray's Projects

amazon_web_scraper icon amazon_web_scraper

Amazon web scraping script using selenium. This version runs with a Firefox browser. Downloads: Product Name ,Unique ID , Price , Rating , Number of Ratings ,Product Link , Image and Image Link.

bitcoin_portfolio_allocation icon bitcoin_portfolio_allocation

Analyzed the use of Bitcoin as an asset class. Performance within a portfolio strategy compared to a portfolio which included only equity and bonds.

cartoonify icon cartoonify

Python OpenCV script that cartoonify any Image.

digital-bank-case-study icon digital-bank-case-study

MOGO has taken the gamification of investing and translated it into personal finance in general. "Gamifying saving the planet and stacking money". Through tech and design, Platforms are now more engaging to their users and can even result in the user producing dopamine which increases the users time on app.

fake_news icon fake_news

Detecting Fake News with Python and Machine Learning - TfidfVectorizer

financial_planner icon financial_planner

Personal finance tool to visualize shares and cryptocurrency investments and forecasting using Alpaca API, Alternative Crypto API and Monte Carlo simulations.

lstm_stock_predictor icon lstm_stock_predictor

Long Short-Term Memory Recurrent Neural Network models to predict future Bitcoin closing prices using Crypto Fear-and-Greed Index and closing prices.

nlp-tweet-investor icon nlp-tweet-investor

Natural Language Processing to analyze sentiment and narrow down a list of candidate stocks. Technical analysis included.

portfolio-analysis icon portfolio-analysis

Quantitative portfolio analysis and visualizations of mutual, hedge fund, algorithmic and custom portfolios.

pybank icon pybank

Financial analysis of budget data.

risky_business icon risky_business

Credit Risk Analysis utilizing imbalanced classification machine learning models

tales-from-crypto icon tales-from-crypto

Natural Language Processing and Sentiment Analysis of Bitcoin and Ethereum news articles.

to-real-estate-analysis icon to-real-estate-analysis

Toronto Real estate analysis dashboard with interactive visualizations to explore investment opportunities.

yen_for_the_future icon yen_for_the_future

Time Series forecasting and linear regression modelling of currency price action.

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