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.
Guane Enterprises · Colombia
Joined as a machine learning engineer while an undergraduate and was promoted twice within two years, ultimately leading the data science team at Colombia’s most innovative startup of the period. Left the role to take up research with the CMS Collaboration.
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