Exploration teams spent 3+ weeks manually cross-referencing incompatible LAS well logs and seismic files.

Design an automated, unified spatial AI ingestion pipeline capable of parsing binary SEG-Y logs and predicting lithology.

Fine-tuned domain GeoBERT transformer models and engineered a hybrid PostGIS + pgvector PostgreSQL cluster with asynchronous FastAPI endpoints.

Reduced manual multi-source correlation time by ~40%, handling 250k+ geological records with 92% classification accuracy.

Enterprise clients were plagued by spreadsheet data drift and manual procurement approval delays.

Build a high-availability ERP with multi-currency double-entry bookkeeping and role-based access control.

Enforced immutable audit ledger constraints at the database level in PostgreSQL and built optimistic React UI states.

Scaled to 150+ daily active enterprise users and reduced month-end reconciliation time from 5 days to 2 hours.

Local municipal administrations had zero digital citizen ticketing, leading to high administrative friction.

Deliver citizen service portals and onboard local civil servants with varied initial digital literacy.

Engineered lightweight low-bandwidth portals and designed hands-on training workshops for municipal personnel.

Deployed portals reaching over 200,000 citizens and achieved a 94% post-training competency score among 150+ officers.