paocarvajal1912
Passionate about quantitative research. 17+ years of experience in financial and machine learning models, and academia.
RSI Inc.Fort Lauderdale, Florida
Pinned Repositories
awesome_retirement_portfolio_projector_tool
Financial tool that construct an optimized and diversified portfolio for a user given her level of risk and her current portfolio.
Blockchain-Based-Ledger-System
This code build a blockchain-based ledger system with a user-friendly web interface. This ledger allows partner banks to conduct financial transactions (that is, to transfer money between senders and receivers) and to verify the integrity of the data in the ledger.
Crypto_Clustering
Uses K-Means unsupervised machine learning algorithm and Principal Component Analysis to cluster cryptocurrencies based on performance in selected periods.
Forecasting_Net_Prophet
Time series analysis showing trend, seasonality, and periodicity decomposition; and forecasting using Facebook Prophet. The analysis makes extensive use of indexing data tools and of the Pandas and Datetime libraries.
Housing_Rental_Analysis_for_San_Francisco
Use of visualizations with PyViz and Plotly Express to show results on geographical real estate data analysis.
Risk_Return_Analysis
Quantitative analysis to select one fund among several, for inclusion in a suite of products for retirement portfolios, using key metrics, visualizations, and diversification considerations.
Spot_that_risk
Risk attribution report for portfolio management, using MatLab and Excel
Supervised_Credit_Risk_Classification
Uses Logistic Regression and various machine learning techniques to train and evaluate models with imbalanced classes applied to identify the creditworthiness of borrowers.
Venture_Funding_with_Deep_Learning
TensorFlow and Keras are used for the construction and evaluation of Deep Learning models to predict success of companies that receive funding from a venture capital fund.
VIXM-Algorithmic-Strategy
An algorithmic trading strategy incursion using Adaboost machine learning classifier, to create the first volatility security suitable for long term investors.
paocarvajal1912's Repositories
paocarvajal1912/Venture_Funding_with_Deep_Learning
TensorFlow and Keras are used for the construction and evaluation of Deep Learning models to predict success of companies that receive funding from a venture capital fund.
paocarvajal1912/Crypto_Clustering
Uses K-Means unsupervised machine learning algorithm and Principal Component Analysis to cluster cryptocurrencies based on performance in selected periods.
paocarvajal1912/Risk_Return_Analysis
Quantitative analysis to select one fund among several, for inclusion in a suite of products for retirement portfolios, using key metrics, visualizations, and diversification considerations.
paocarvajal1912/VIXM-Algorithmic-Strategy
An algorithmic trading strategy incursion using Adaboost machine learning classifier, to create the first volatility security suitable for long term investors.
paocarvajal1912/awesome_retirement_portfolio_projector_tool
Financial tool that construct an optimized and diversified portfolio for a user given her level of risk and her current portfolio.
paocarvajal1912/Housing_Rental_Analysis_for_San_Francisco
Use of visualizations with PyViz and Plotly Express to show results on geographical real estate data analysis.
paocarvajal1912/Spot_that_risk
Risk attribution report for portfolio management, using MatLab and Excel
paocarvajal1912/Blockchain-Based-Ledger-System
This code build a blockchain-based ledger system with a user-friendly web interface. This ledger allows partner banks to conduct financial transactions (that is, to transfer money between senders and receivers) and to verify the integrity of the data in the ledger.
paocarvajal1912/Forecasting_Net_Prophet
Time series analysis showing trend, seasonality, and periodicity decomposition; and forecasting using Facebook Prophet. The analysis makes extensive use of indexing data tools and of the Pandas and Datetime libraries.
paocarvajal1912/Loan_Qualifier
Phyton modular interactive application to determine the set of banks for which a user would qualify, based on her credit score and other financial information that will be asked through the terminal.
paocarvajal1912/vixx-token-dapp
Project description tbd...
paocarvajal1912/Supervised_Credit_Risk_Classification
Uses Logistic Regression and various machine learning techniques to train and evaluate models with imbalanced classes applied to identify the creditworthiness of borrowers.
paocarvajal1912/Bitcoin_Arbitrage
The present project uses Python and Pandas to analyzes opportunities for arbitrage in Bitcoin during the big crush of Q1 2018, when the bitcoin price fell by 65% in a month period. The analysis compares buying/selling on two major exchanges: Bitstamp and Coinbase.
paocarvajal1912/Cryptocurrency_Wallet
Python code that enables a user, such a human resources department of a company, to send cryptocurrency payments to its professionals
paocarvajal1912/DB_WebApp_using_SQL_Voila
Build a financial database and web application by using SQL, Python, and the Voila library to analyze an ETF performance.
paocarvajal1912/Deep_Learning_Classifier_for_Fraud
Preliminary deep learning model to predict transactions fraud.
paocarvajal1912/dockerapp
Source code for James Lee's Docker course
paocarvajal1912/Financial_Planning_Tools
This project uses Json data from Alpaca APIs and Montecarlo Simulations for portfolio valuation and projections for financial planning..
paocarvajal1912/FinTech_Python_Tools
paocarvajal1912/Jupyter_python_polls
Several exercises about specific topics in Python made in Jupyter Lab, some interesting work from other developers, and in general, useful material for Python.
paocarvajal1912/Machine_Learning_Trading_Bot
Apply machine learning SVM and AdaBoost algorithms to an algorithmic trading strategy.
paocarvajal1912/money_examples
All the code examples I use in https://www.youtube.com/watch?v=0kzjD6jvfnk money representation video
paocarvajal1912/paocarvajal1912
Config files for my GitHub profile.
paocarvajal1912/Solidity_Joint_Saving_Account
This project constructs a smart contract to automate an institutions’ financial process of hosting joint savings accounts.
paocarvajal1912/vix_predictor
Machine learning model to predict the sign of the VIX Index for the next day.
paocarvajal1912/yfinance
Yahoo! Finance market data downloader (+faster Pandas Datareader)