Hi, I’m Muno —
I am a Senior Associate Data Scientist at the Bank of New York (BNY).
M.Sc. in Artificial Intelligence & Innovation, Carnegie Mellon University ’24.
B.Sc. in Electrical Engineering (Machine Learning & Controls), University of California San Diego ‘22.
I’m passionate about AI, data science, product management, and business development, with a focus on developing and evaluating technology innovations. My work bridges strategy, investment, and market research to drive data-driven decision-making and impactful outcomes.
Deep Learning and Sentiment Analysis to Forecast Stock Market Volatility
This project aims to investigate the effectiveness of using sentiment analysis techniques on data obtained from multiple news sources, namely Webull, Twitter, and Reddit, to predict stock price differences during the COVID-19 pandemic. We focus on two companies, one large-cap (Zoom) and one small-cap (AMC), to explore the correlation between market sentiment and stock price movement.
Vision-Language Navigation with ALFRED
The objective of this project is to develop a social agent that is capable of performing a wide range of tasks by accurately mapping human language instructions to actions, behaviors, and objects in interactive visual environments. To achieve this goal, we utilized the ALFRED benchmark dataset, which consists of tasks related to home automation and assistive robots for people with disabilities and the elderly.