A technologist working at the seam between biology, physics and code.
A Schwarzschild black hole, ray-traced for this site.
About
Trained in biology, ended up in software once it was obvious the bottleneck in the lab was never the science. I design and build the systems in between — data pipelines, AI integrations, and the ontology models that let software think in cell lines, passages, and CQAs.
Fields I keep circling back to: solutions architecture, universal function approximators, cell therapy research, ontology, automation, robotics and foundation models.
The stuff I build for fun. Weekend experiments, interactive simulations, and things that probably didn’t need to exist — but I’m glad they do.
Learn BO by brewing the perfect cup of coffee. Turns out acquisition functions are surprisingly fun.
Particle physics sandbox — spawn photons, tweak gravity, crash planets into each other.
Neural boats evolve their way through open water. Generation 1 capsizes; generation 200 sails.
Currently building
The operating system for cell therapy research.
Cell therapy labs run on a patchwork: an ELN for notes, a separate LIMS for inventory, FlowJo for FACS, spreadsheets for DOE. Nothing connects a protocol to its results. BioPilot is one platform with cell-therapy-native ontologies — built around how researchers actually work, from exploratory R&D through GMP.
Visit biopilot.netSystem design, data engineering, and AI integration for biotech teams that need the plumbing to work.
