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Sarah Madden's Projects

crypto-sentiment-analysis icon crypto-sentiment-analysis

Analysis of the sentiment of the latest news articles on Bitcoin and Ethereum using sentiment analysis, natural language processing and named entity recognition.

currency-forecasting icon currency-forecasting

Predicts future movements in the value of the Canadian dollar versus the Japanese yen using Time Series Modelling and Regression Analysis.

fintech-finder icon fintech-finder

An d-app to find fintech professionals, hire them, and pay them instantly using cryptocurrency.

lstm-stock-predictor icon lstm-stock-predictor

Uses deep learning recurrent neural networks to model Bitcoin closing prices. One model uses fear and greed indicators while the second uses a window of closing prices.

personal-financial-planning icon personal-financial-planning

Personal finance and retirement planner which utilises Alpaca API and Alternative Free Crypto API. Monte Carlo Simulations are used to project future retirement investment performance.

pychain-ledger icon pychain-ledger

A blockchain-based ledger system with Streamlit web interface that allows individuals to conduct financial transactions and verify the integrity of the data in the ledger.

python-portfolio-analysis icon python-portfolio-analysis

Analysis of financial portfolios using Python, across the metrics of volatility, returns, risk and Sharpe ratios.

rental-analysis icon rental-analysis

An interactive dashboard displaying analysis of Toronto real estate data using PyViz, Plotly and MapBox API.

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