Name: Tyeson Demets
Type: User
Company: Wellington-Altus Private Wealth
Bio: Data Analyst | Certified University of Toronto FinTech Professional + Certified Google Data Analytics Professional - Python, SQL, Excel, Visio
Location: Toronto, ON
Blog: https://www.linkedin.com/in/tdemets/
Tyeson Demets's Projects
Collaborative filtering recommendation system built with sklearn and Amazon books, user and ratings datasets sourced from Kaggle
Economic impact analysis of COVID-19 in Canada
Ethereum web application with Ganache
2-part data science challenge analyzing for extreme outliers when calculating average order value (AOV) and SQL queries
Python reference guide to build up knowledge in complexity theory, data structures and algorithms
E-commerce exploratory analysis with RFM customer segmentation and metrics
Personal finance tool to visualize shares and cryptocurrency investments and forecasting using Alpaca API, Alternative Crypto API and Monte Carlo simulations
Health app analytics project with SQL, R and Tableau with data sourced from Kaggle
Comparative analysis of national HDIs
A Solidity smart contract for a joint savings account
Long Short-Term Memory Recurrent Neural Network models to predict future Bitcoin closing prices using Crypto Fear-and-Greed Index and closing prices
Backtesting trading strategy performances between actual market returns, a dual moving average crossover strategy and support vector machines
Backtesting machine learning trading strategies with multiple supervised learning models and tunings for maximum profitability
Case study of Newton.co detailing their competitive advantage in the Canadian cryptocurrency exchange market
An English NFT auction dapp with Solidity smart contracts, streamlit and IPFS pinning with Pinata
Quantitative portfolio analysis and visualizations of mutual, hedge fund, algorithmic and custom portfolios
Financial analysis of budget data
Python blockchain ledger with streamlit web interface
RoboAdvisor utilizing AWS Lex and Lambda for investment portfolio recommendations
Credit Risk Analysis utilizing imbalanced classification machine learning models
Evaluating Shopify's strengths and weaknesses and their prognosis for the future
Financial fraud analysis utilizing data modelling and engineering techniques to identify suspicious transactions
Natural Language Processing and Sentiment Analysis of Bitcoin and Ethereum news articles
Ethereum smart contracts for an ERC-20 compliant token crowdsale
Real estate analysis dashboard with interactive visualizations to explore investment opportunities
Central GitHub landing page
Time Series forecasting and linear regression modelling of currency price action