Areas of expertise:
Semantic data architecture and ontology design for research data
FAIR data implementation and data quality governance
Clinical data standards alignment (CDISC, SDTM, ADaM, USDM and Biomedical Concepts)
Federated data integration across multi-study and distributed environments
Data lineage and provenance frameworks for AI-ready infrastructure
Services:
Advisory on clinical research data strategy and standards adoption
Keynotes or panel contributions on FAIR data, semantic interoperability, and clinical data governance
Workshops for biotech, pharma, or consortia on data readiness and standards alignment
Consulting engagements on linked data infrastructure and federated information architectures
