Tyeson Demets's repositories
NFT-AuctionHouse
An English NFT auction dapp with Solidity smart contracts, streamlit and IPFS pinning with Pinata
Books-Recommendation-System
Collaborative filtering recommendation system built with sklearn and Amazon books, user and ratings datasets sourced from Kaggle
Human-Development-Index
Comparative analysis of national HDIs
Toronto-Real-Estate-Analysis
Real estate analysis dashboard with interactive visualizations to explore investment opportunities
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
Backtesting machine learning trading strategies with multiple supervised learning models and tunings for maximum profitability
Retirement_RoboAdvisor
RoboAdvisor utilizing AWS Lex and Lambda for investment portfolio recommendations
Yen_For_The_Future
Time Series forecasting and linear regression modelling of currency price action
Canada-COVID-19-Impact-Analysis
Economic impact analysis of COVID-19 in Canada
Health-App-Analytics
Health app analytics project with SQL, R and Tableau with data sourced from Kaggle
Suspicious_Transactions
Financial fraud analysis utilizing data modelling and engineering techniques to identify suspicious transactions
Tales_from_the_Crypto
Natural Language Processing and Sentiment Analysis of Bitcoin and Ethereum news articles
Cryptocurrency-Wallet
Ethereum web application with Ganache
Data-Science-Challenge
2-part data science challenge analyzing for extreme outliers when calculating average order value (AOV) and SQL queries
Data-Structures-Algorithms
Python reference guide to build up knowledge in complexity theory, data structures and algorithms
Exploratory-Analysis
E-commerce exploratory analysis with RFM customer segmentation and metrics
Financial_Planner
Personal finance tool to visualize shares and cryptocurrency investments and forecasting using Alpaca API, Alternative Crypto API and Monte Carlo simulations
Joint-Savings-Account
A Solidity smart contract for a joint savings account
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
Newton_Case_Study
Case study of Newton.co detailing their competitive advantage in the Canadian cryptocurrency exchange market
Portfolio_Analysis
Quantitative portfolio analysis and visualizations of mutual, hedge fund, algorithmic and custom portfolios
PyChain-Ledger
Python blockchain ledger with streamlit web interface
Risky_Business
Credit Risk Analysis utilizing imbalanced classification machine learning models
Shopify_Case_Study
Evaluating Shopify's strengths and weaknesses and their prognosis for the future
Token-Crowdsale
Ethereum smart contracts for an ERC-20 compliant token crowdsale
tyedem.github.io
Central GitHub landing page