Crypto Portfolio Optimization
Developed ML models for crypto risk management, optimizing allocations with real-time data analysis.
Ethan Vaz Falcao
Data Science || Mathematics
Worcester Polytechnic Institute
Class of 2024
Github Repo EDA
Exploratory data analysis performed on 1k+ Github Repositories used in Graph Mining MQP.
Sentiment Analysis in Markets
Analyzed sentiment in 10k+ CNBC articles, and it's financial impact on stock prices
Spotify Rec Algorithm
A recommendation algorithm that is based on user's recent favorite songs on Spotify.
Stock Market Simulation
Simulated stock trading; day trading earned 5.77%, position trading 3.73%, enhancing participants' risk analysis.
Yelp Dataset Analysis
Detected Identified fake reviews and predicted business features using machine learning in the Yelp Dataset.
Detecting Fake Reviews
Utilized Machine learning to help accurately detect fake reviews in the Yelp dataset
Linear Optimized NBA Team
Created a Linear Optimization Model to output the most optimal NBA Team for the ’22 -’23 NBA Season.
Predicting the FIFA World Cup
Calculated which machine learning algorithm would be most efficient to predict the winner of the world cup.
Programming Technologies
SQL | DAX | Latex
Pandas | Or-Tools
Data Applications
Microsoft Office | IQMS
Databricks
Computer Science
Algorithms
Machine Learning
Artificial Intelligence
Mathematical Sciences
Probability Theory | Matrices and Linear Algebra II
Mathematical Statistics | Linear Programming
Mathematical Modeling With Ordinary Differential Equations
Group Theory
Data Science
Data Analytics and Statistical Learning
Big Data Analysis