Hi, I'm Michael!
Google ScholarI study mathematics and economics at Wingate University and spend most of my time exploring applications of machine learning in financial risk management and investment decision-making.
I build models for predictive analytics, portfolio-optimization, and signal-based trading using economic and market data.
Lately, I've been working on Meridian, a fintech startup, where we're leveraging AI/ML to personalize investment strategies based on user behavior patterns.
Currently based between Charlotte and San Francisco.
Feel free to reach out to me through a mutual friend or via email at mi.gyimadu430@wingate.edu.
Selected Papers
Matrix Decomposition + Eigenvalue Theory
A Comparative Analysis of Principal Component Analysis and Singular Value Decomposition as Dimensionality Reduction Techniques
with Gregory Bell, Ph.D.
[ arXiv ]with Gregory Bell, Ph.D.
Past + Ongoing Projects
Multi-asset ETF portfolio builder and backtester.
Allocate, simulate, and track performance.
Simulates macroeconomic impacts on selected assets.
Generates rule-based investment signals.
Custom stock screener for US based equities.
Filter by price, valuation, yield, volatility, and more.
C++ command-line currency converter.
Real-time rates and historical rates tracking.
Automates data cleaning for large datasets.
Handles missing values and outliers.
