Projects

Applied AI case studies, research tooling, and open-source work. Client-facing engagements are described in generalized terms where appropriate.

Blockly Earthquake Transformer

Interactive deep-learning platform for configurable seismic phase-picking workflows.

Hierarchical NLP and active-learning workflows for large-scale product taxonomy modernization.

Databricks and MLflow pipelines for demand forecasting, anomaly signals, and pricing decision support.

Retrieval and evaluation pipelines for grounded report generation and briefing support.

Exploration sandbox for seismic workflows, experiments, and rapid prototyping.

EO, IR, GPR, and magnetometer fusion for low-contrast target detection and real-time inference.

Seismic annotation and dataset creation toolbox for AI-ready earthquake research.

Sentinel-2 ingestion, best-scene selection, and scalable object and change-detection workflows.