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8 followers · 42 following

Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Organizations

@WPI-Investing-Association

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EthanFalcao/README.md

MasterHead

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! 🔍📊💻

Portfolio            

followers

All Repositories

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  1. WPI-IA-Portfolio-Optimization-and-Risk-Analysis WPI-IA-Portfolio-Optimization-and-Risk-Analysis Public

    The goal of this project is to develop a robust system that can forecast future Dow - 30 price movements and optimize portfolio allocations accordingly.

    Jupyter Notebook 2 10

  2. 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 1

  3. GraphMiningMQP_EDA GraphMiningMQP_EDA Public

    Exploratory data analysis for the repos used in Graph Mining MQP being run by Professor Murai and Professor Zou

    Jupyter Notebook

  4. 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

  5. NBA-Optimized-Team NBA-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. Optimizing-Options-Models-Crypto Optimizing-Options-Models-Crypto Public

    Objective: Develop and adapt traditional options pricing models to suit the unique characteristics of the cryptocurrency market in the OTC market

    Jupyter Notebook