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Tyeson Demets's Projects

books-recommendation-system icon books-recommendation-system

Collaborative filtering recommendation system built with sklearn and Amazon books, user and ratings datasets sourced from Kaggle

data-science-challenge icon data-science-challenge

2-part data science challenge analyzing for extreme outliers when calculating average order value (AOV) and SQL queries

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

machine-learning-trader icon machine-learning-trader

Backtesting trading strategy performances between actual market returns, a dual moving average crossover strategy and support vector machines

machine-learning-trading-bot icon machine-learning-trading-bot

Backtesting machine learning trading strategies with multiple supervised learning models and tunings for maximum profitability

newton_case_study icon newton_case_study

Case study of Newton.co detailing their competitive advantage in the Canadian cryptocurrency exchange market

nft-auctionhouse icon nft-auctionhouse

An English NFT auction dapp with Solidity smart contracts, streamlit and IPFS pinning with Pinata

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

shopify_case_study icon shopify_case_study

Evaluating Shopify's strengths and weaknesses and their prognosis for the future

suspicious_transactions icon suspicious_transactions

Financial fraud analysis utilizing data modelling and engineering techniques to identify suspicious transactions

yen_for_the_future icon yen_for_the_future

Time Series forecasting and linear regression modelling of currency price action

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