Projects
Projects and Adventures
Here's some of the stuff I've built.
Reformix
Designing recyclable polymer at the molecular level.

PD-1 Immunotherapy Drug Study
Running quantum chemistry on a cancer drug target at 17.
Inverse Molecular Design Engine
Start from the property. Work backward to the molecule.
Active Learning Materials Discovery Loop
The system learns which experiment to run next.
Solid-State Electrolyte Screener
Finding the battery material that won't catch fire.
CO2 Capture MOF Screener
Searching 10,000 crystal structures for the right CO2 trap.
Self-Healing Polymer Simulator
Watching a material decide to fix itself, atom by atom.
Neural Network Potential Trainer
Simulation 100x faster. Consistent accuracy.
Catalyst Activity Predictor
Predicting which catalyst works before running the reaction.