Applied Research
Scientific AI
Machine learning built for scientific instruments — where correctness, calibration, and physical constraints matter as much as accuracy.
AutoencodersCollider dataTrigger systemsLatent-space analysis
A research thread carried out during a research residency with CERN openlab's Next Generation Triggers initiative: studying what physically meaningful information survives the L1 trigger relative to full particle-level data, and building autoencoder-based models for physically interpretable collision-event embeddings.