MIT, Laboratory for Nuclear Science · Cambridge, USA
Built Bayesian, multi-fidelity emulators for ab initio nuclear structure (VS-IMSRG) with full uncertainty quantification. Bayesian calibration and Shapley sensitivity of chiral EFT couplings. First laser-spectroscopy measurements of charge radii near the proton drip line. Large-scale calculations on HPC (SubMIT, ORNL); DAQ design and radioactive-molecule experiments with Harvard and Caltech.
VISA
Data and AI Teams. Published at ACM ICAIF and poster at’25,
CERN, Vanderbilt University · Geneva / Nashville
b-tagging and anomaly detection for the luminosity detectors; data pipelines for the BRIL system. Beyond-Standard-Model dark-matter studies at the LHC.
University of British Columbia · Vancouver, Canada
Atomic Cluster Expansion methods and symmetry-conserving models, including representations for non-compact groups.
EIA University, Universidad de Medellín · Colombia
Neutrino oscillation phenomenology at DUNE and scalar dark-matter models. Geometric methods for particle reconstruction; physics-informed solvers for the Schrödinger equation.
Massachusetts Institute of Technology · Cambridge, USA
Laboratory for Nuclear Science, García Ruiz group. Nuclear structure across theory, computation, and precision laser spectroscopy at FRIB.
EIA University · Envigado, Colombia
GPA 4.9 / 5.0, top of class.
Universidad de Antioquia · Medellín, Colombia