Architectures

A computational method for transforming dispersed enterprise information into governed, reproducible and reusable knowledge structures.

End-to-end architecture for OME-Zarr ingestion, PostgreSQL control, formal CSV contracts, Spark processing and Parquet Data Objects.

Source-aligned Bronze Data Objects that preserve original emergency-response evidence without foreign keys, without a central event hub, and without silent normalisation of source identifiers.

Bronze and Silver architecture with entity resolution, surrogate-key reconstruction and governed operational timelines.

An institutional capability for turning fragmented operational information into a coherent, governed and reusable picture of pharmaceutical and related consumption across IFO.

Object and field catalogue for vocabulary mapping, ETL design and semantic validation in healthcare.

Eight governed objects modelling identity, work, service, topology, SLA, risk, change and knowledge — rather than replicating ticket tables.

Integrates clinical data, biobank provenance, NGS ground truth, Raman spectra and ML validation into a pseudonymised, traceable research platform.

Prior architectural and coordination work across analytics, database, infrastructure and reporting, supporting executive and departmental reporting and ML tools for strategic decision-making.