I am a Senior Quantitative Scientist with over 15 years of experience in large-scale numerical modeling and complex data analysis. My work sits at the intersection of Geophysics, Data Science, and High-Performance Computing (HPC), with a core focus on Bayesian Inference and Uncertainty Quantification. I specialize in transforming complex physical problems into scalable, production-grade numerical software.
⚡ Bayesian Inference Tools (HPC)
- PSI | HPC-parallelized Bayesian parametric slip inversion — Fortran (MPI/CPU)
- NEOPSY | HPC-parallelized transdimensional Bayesian inversion for near-surface imaging — Fortran (MPI/CPU)
- bayesian-intensity-loc | High-Performance Bayesian earthquake location from seismic intensity — Python (JAX/CPU/GPU/TPU)
- bayesian-quake-loc | Parallel Bayesian hypocenter location from arrival times — MATLAB (Parallel Pool/CPU)
- seismic-gf-uncertainty | Uncertainty Quantification in Bayesian earthquake source inversions — Fortran
⚡ Seismic Hazard Assessment Tools
- sql-query-vs30-japan | SQL Query Tool for site-specific VS30 in Japan — Python (SQLite)
- stochastic-amplif-model | Stochastic model for site-specific amplification — MATLAB
⚡ Earthquake Source Analysis Tools
- mt-major-minor | Decomposition of non-DC earthquake sources — MATLAB, Python
- focal-mech-pt-plots | Focal mechanism PT-axes in polar and triangle diagrams — MATLAB
🛠 Technical Proficiencies
-
Languages
-
Data Science
-
Databases & Web
