Ethan Falcão's Projects
Goal: Create a machine learning-driven portfolio optimization system for cryptocurrencies, dynamically adjusting allocations to maximize returns and minimize risks based on predictive analytics.
Resume Portfolio
This project utilizes machine learning algorithms to predict the winner of the FIFA World Cup based on historical team performance and various features."
Exploratory data analysis for the repos used in Graph Mining MQP being run by Professor Murai and Professor Zou
The Kinematics Calculator is an open-source calculator on GitHub that quickly solves for the missing parameter in kinematics equations based on user-provided inputs of time, distance, initial velocity, and final velocity.
Uses Linear Programming to construct the most optimal NBA team for the '22-'23 season, maximizing the Player Efficiency Rating (PER) while adhering to salary cap restrictions and position requirements.
Objective: Develop and adapt traditional options pricing models to suit the unique characteristics of the cryptocurrency market in the OTC market
this is a guide to create github pages
Analyze news articles, financial reports to gauge market sentiment. This project would involve natural language processing (NLP) techniques to understand how sentiment affects stock prices.
Goal: Display all the publicy available data, regarding any spotify artist
Developed a playlist recommendation algorithm using extracted song data obtained from the Spotify API. Utilized both random forest algorithms and cosine similarity to create personalized playlist recommendations based on user-input playlist.
The goal of this project is to develop a robust system that can forecast future Dow - 30 price movements and optimize portfolio allocations accordingly.
Our project analyzed the Yelp dataset to predict business attributes and detect fake reviews using machine learning.