Building Systems That Make a Difference
From open-source GPU libraries used globally to production cancer diagnostics systems, my work spans the full lifecycle from research innovation to deployed solutions.
My Project Philosophy
Build What Lasts
Hydra Image Processor — first commit in 2013, still actively used today (12+ years). The best optimization is one people actually use.
Human-Centered Design
Direct 5D Viewer leverages human visual perception to turn terabytes of data into scientific insight. Technology should amplify human capability.
Outcome-Driven Discipline
Biological Imaging Research demonstrates keeping teams anchored to success criteria—preventing wasted effort on impressive but uninformative data. Published in Journal of Cell Science (2020).
Product Vision to Reality
Cancer Diagnostics Platform shows leading teams from "what if?" to production. 90%+ reduction in analysis times, FDA-aligned systems.
Featured Projects
Hydra Image Processor
Open-source GPU library achieving 100x speedups. 12+ years continuous development, globally adopted by research institutions.
Cancer Diagnostics Platform
Production clinical tools with 90%+ reduction in analysis times and multi-site reproducibility.
Terabyte-Scale Imaging
GPU-accelerated systems enabling discoveries published in Nature and Nature Communications.
Direct 5D Viewer
Real-time visualization of massive 5D datasets leveraging human visual perception for scientific insight.
Home Media AI
Personal photo curation system applying professional photography judgment to 200K+ images.
MATLAB Utilities
Decade of sustained development building robust foundations. Started early, stayed organized.
Interested in Collaborating?
I'm passionate about building production ML systems that push efficiency boundaries and applying physics-informed approaches to reduce computational requirements.
Get In Touch