Who am I?
PhD student in CPE @ Virginia Tech
Senior in CS @ Virginia Tech
Machine Learning Engineer @ Boeing
DSP Engineering Intern @ Boeing
Reinforcement Learning Devotee
Reinforcement Learning Devotee
Quantum Enthusiast
Quantum Enthusiast
Check out cool stuff I built!
Confusion,
Eliminated.
Historical costuming database users suffer from a lack of descriptive terms. I created MOCHA (and used a few machine learning models) to help out. Check it out here.
Confusion,
Eliminated.
Historical costuming database users suffer from a lack of descriptive terms. I created MOCHA (and used a few machine learning models) to help out. Check it out here.
Quantum,
Codesigned.
Quantum computers today are noisy and scale-limited. Inconsistent results hurt algorithmic performance. How can we use classical simulation to drive future hardware directions?
RL,
Implemented.
To further my knowledge of reinforcement learning algorithms, I’m re-implementing classic RL algorithms from scratch. Code is available on my GitHub. It’s a WIP, so expect more contributions soon!
Anomalies,
Detected.
Self-healing networks need to be able to diagnose and repair issues – I trained natural language processing models on network data to predict future activity and classify individual users.
Circuits,
Visualized.
QBraid needed lightweight open-source software to visualize quantum circuitry. I emphasized writing clear, extensible code to ensure smooth future development.