JessicaDeCunha's repositories
KYC-blockchain
The objective of this project is to explore the integration of blockchain into Anti-Money Laundering(AML) practices. We have used Solidity to create a smart contract to input and update information on the blockchain for the Know Your Customer (KYC) process.
Machine-Learning-Models-in-Algorithmic-Trading
The objective of this project was to build a Machine Learning Model using fundamental economic inputs to predict monthly S&P500 returns. Then using this model, we will build an algorithmic trading strategy aiming to outperform the S&P500 return.
SQL_Visual_Data_Analysis_of_Fraudulent_Transactions-
In this repo I have used SQL to analyze historical credit card transactions and consumption patterns in order to identify possible fraudulent transactions.
Time-Series-Regression-Analysis
This repo tests various time series forecasting and linear regression modeling in order to predict future movements in the value of the Canadian dollar versus the Japanese yen.
COVID-19-Impact-on-the-SP500-and-custom-portfolio
A comparative analysis was done to study the COVID-19 impact on a portfolio of 5 dividend paying stocks. This portfolio is then compared with a Fintech ETF. An attempt to predict what will happen to the custom portfolio and the Fintech ETF in the next 10 years in the light of the fact that there will be another pandemic.
Crypto-Clustering-with-Machine-Learning-and-AWS
This report is generated of what cryptocurrencies are available on the trading market and how they can be grouped using classification.
Financial-Analysis
Quantitative analysis techniques with Python and Pandas, to determine which portfolio is performing the best across many areas: volatility, returns, risk, and Sharpe ratios.
Natural-Language-Processing-and-Crypto
This repo applies natural language processing to understand the sentiment in the latest news articles featuring Bitcoin and Ethereum.
Retirement-Financial-Planning-using-APIs
This application offers budgeting and financial planning services to customers by generating reports that links to their banking and investment accounts and automatically refreshes the data and charts on login
Building-the-Blockchain
This project sets up a testnet blockchain for the freedom to experiment as testnets allows for offline development. This project also contains a case study on Metavest; a securitization company based on Toronto, that briefly discusses the importance of blockchain and future development within the FinTech space.
Classification-Credit-Risk
In this repo I have built and evaluated several machine learning models to predict credit risk using data you'd typically see from peer-to-peer lending services.
Crowdsale-with-PupperCoin
This network will be used to track dog breeding activity across the globe in a decentralized way, and allow humans to track the genetic trail of their pets.
Data_Analysis_Tableau
This repo explores the data provided by a bicycle ride share program. I have aggregated the data to show a variety of insights and turned those insights into easy to interpret visualizations.
Financial-Analysis-with-Python
This repo automates basic business financial analysis
Hypothesis_Testing_in_Python
In this repo you will find a variety of statistical hypothesis tests.
Logistic_Regression_Model_Iris_Data
The objective of this simple logistic regression model is to predict the class of flower based on available attributes.
LSTM-Stock-Predictor
Deep Learning Recurrent Neural Networks, Long Short-Term Memory as Stock Price Predictor (Bitcoin)
Multi-Blockchain-Wallet-in-Python
This Universal Wallet supports BIP32, BIP39, BIP44, and also supports non-standard derivation. It is set up to work with Ethereum and Bitcoin-test.
quant
Quantitative Finance and Algorithmic Trading
Smart-Contracts-with-Solidity-
This smart contract pays associate-level employees quickly and easily, distributes profits to different tiers of employees, and distributes company shares for employees in a "deferred equity incentive plan" automatically.
Toronto-Real-Estate-Analysis-with-Pyviz
Toronto Rental Property Analysis. A dashboard provides charts, a map, and interactive visualizations that help customers explore the data and determine if they want to invest in rental properties in Toronto
Wealthsimple-Case-Study
This case study focuses on Toronto FinTech start-up Wealthsimple. Here we have taken a look at Wealthsimple's past, present and potential future.