About Me
Particle Assembly • Identity Through Geometry
CS Researcher & ML Engineer exploring the mathematical foundations of intelligence through geometric deep learning
Background
I'm a Computer Science student at the University of Washington's Paul G. Allen School of Computer Science & Engineering, maintaining a 4.0 GPA while pursuing research at the intersection of geometric deep learning and mechanistic interpretability.
My research focuses on understanding and improving machine learning models through geometric principles. I'm particularly interested in sparse autoencoders, equivariant neural networks, and building interpretable ML systems that respect the underlying structure of data.
Currently, I'm a Research Fellow at Algoverse AI, where I work on developing novel approaches to sparse autoencoders and building scalable ML infrastructure. My work combines theoretical insights from geometric deep learning with practical engineering to create more efficient and interpretable models.
My Journey
A helical path through education and experience • Time as geometric structure
Temporal Helix • Career Trajectory Through 3D Space
Algoverse AI
Research Fellow
- ▸30% runtime reduction across 100+ ML training configurations
- ▸Built infrastructure processing 10K+ experiments with CI/CD
- ▸40% improvement in principal component retention via novel sparsity methods
Outamation
AI Engineering Intern
- ▸20% performance increase in document processing pipeline
- ▸75% reduction in computational overhead via LRU caching
- ▸Production-approved retrieval system with LlamaIndex
University of Washington
Paul G. Allen School of Computer Science & Engineering
Bachelor of Science in Computer Science
4.0 GPA
Dean's ListTechnical Skills
Interactive 3D network of technical proficiencies • Size represents mastery
ML & AI
Backend & DevOps
Programming Languages
Involvement & Leadership
Force-directed network of community connections • Nodes represent organizations
Network Dynamics • Community Through Graph Theory
Academic & Professional
- •Dean's List - 4.0 GPA
- •ColorStack Member
- •NBSE (National Society of Black Engineers)
- •CodePath Technical Interview Prep
Community & Clubs
- •BC Math Club
- •BC Physics Club
- •BC Robotics Club
- •Open Source Contributor