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Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

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@WPI-Investing-Association

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ethanfalcao/README.md

Welcome to Ethan Falcao's profile!

Hello! I'm Ethan Falcao , a recent graduate with a Bachelor's in Mathematics & Data Science from Worcester Polytechnic Institute. Expertise in machine learning, algorithms, and statistical analysis. Recognized for projects in sentiment analysis and crypto optimization. Skilled in Python, SQL, Power BI, and more. Let's collaborate and innovate together! 🔍📊💻

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  1. Defi_Options_Implied_Volatility Defi_Options_Implied_Volatility Public

    A Streamlit web application that calculates and visualizes implied volatility surfaces for cryptocurrency options.

    Jupyter Notebook 5 2

  2. WPI-Academic-Projects WPI-Academic-Projects Public

    Collection of projects I completed on while studying at Worcester Polytechnic Institute

    Jupyter Notebook

  3. Crypto-Portfolio-Optimization-and-Risk-Analysis Crypto-Portfolio-Optimization-and-Risk-Analysis Public

    Goal: Create a machine learning-driven portfolio optimization system for cryptocurrencies, dynamically adjusting allocations to maximize returns and minimize risks based on predictive analytics.

    Jupyter Notebook 8 5

  4. Sentiment-Analysis-in-Financial-Markets Sentiment-Analysis-in-Financial-Markets Public

    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.

    Jupyter Notebook 4 2

  5. NBA-Linear-Optimized-Team NBA-Linear-Optimized-Team Public

    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 requirem…

    Jupyter Notebook

  6. Spotify_Reccommendation_Algorithm Spotify_Reccommendation_Algorithm Public

    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 r…

    Jupyter Notebook