Capabilities
Research engineering, from question to evidence
I own the research loop: define the question, build the software and experiments, establish controls, evaluate results and failure modes, and document what the evidence supports.
Research software and scientific computing
Scientific implementations, numerical verification, and experiment infrastructure.
Python, PyTorch, MATLAB, C++20, CUDA, OpenMP, CMake, SQL, and JavaScript; configuration-driven experiments, reproducible runs, and unit, smoke, and integration testing.
Selected evidence: Native C++/CUDA Chronos and Moirai-MoE · ENSO system validation · Regime-adaptive forecasting · Doppler tomography
Research design and experimental governance
Study design, controlled comparisons, and traceable data histories.
Analytical planning; pre-registration and acceptance criteria; leakage-aware splits; ablations and controls; metric protocols and evidence tiering; provenance and manifests; literature review and reconstruction; research ethics (TCPS 2: CORE).
Selected evidence: Signal-Scale Scan · ENSO measurement charter · Replication audit
Statistics, forecasting, and evaluation
Effect estimation, forecast evaluation, and robustness analysis.
Statistical modelling; block bootstrap; hypothesis testing and HAC regression; calibration, reliability, and Brier scores; quantile and conformal forecasting; HMM, CUSUM, and PELT regime detection. Supporting experience in qualitative analysis and evidence synthesis.
Selected evidence: Regime-adaptive forecasting · FOMC sentiment · Volatility change points
Signal processing and time series
Representations and models for temporal and spatial signals.
Dual-tree complex and discrete wavelets; short-time Fourier analysis; invertible representations; temporal convolutions and attention; Earthformer; Chronos-T5 and Moirai-MoE with LoRA adaptation; diffusion and generative sequences; SAR preprocessing and Doppler tomography.
Selected evidence: ENSO forecasting · Spectral signatures · Doppler tomography
Technical communication and documentation
Technical reports, usable records, and quantitative explanation.
LaTeX reporting; methods, scope, and limitations; reproducible figures and tables; technical tutoring; English, Spanish, and French. Supporting experience in document control and stakeholder communication.
Selected evidence: ENSO measurement charter · Frozen-Backbone Head Lab · Teaching experience
Built environment and field
Civil engineering foundations and applied field documentation.
Structural and geotechnical fundamentals; site observation and existing-conditions review; construction and housing records; heritage and archival research; issue and meeting documentation. Supporting experience in drawing review and quantity takeoff; limited exposure to AutoCAD, Revit, and S-Frame.
Selected evidence: Housing, heritage, and inspection roles · Civil engineering education