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about_me

Read a little bit about me!

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.

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.

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.

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.

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

Quantitative analysis techniques with Python and Pandas, to determine which portfolio is performing the best across many areas: volatility, returns, risk, and Sharpe ratios.

financial-analysis-with-python

This repo automates basic business financial analysis

gene_expression_data_and_election_polls

hypothesis_testing_in_python

In this repo you will find a variety of statistical hypothesis tests.

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.

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)

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.

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.

natural-language-processing-and-crypto

This repo applies natural language processing to understand the sentiment in the latest news articles featuring Bitcoin and Ethereum.

quant

Quantitative Finance and Algorithmic Trading

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

shopify_data_science

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.

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.

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.