What I've shipped

Lead >€1M cross-functional programs turning immune repertoire NGS into therapeutic antibody candidate shortlists. Drive R&D, AI, and product roadmap.

• Aligned scientific, engineering, and product teams on a unified discovery roadmap
• Embedded FAIR-by-design and ISO 27001 across the platform
• Integrated AI/ML candidate ranking into the IGX Platform

Advise organizations across pharma, renewables, and decentralized science on AI, data governance, and partnerships. Global delivery across UAE, China, India, LATAM, and South Africa.

• Built and delivered AI business cases ranging from $20K to $20M
• Designed FAIR-aligned data platforms for regulated environments
• Bridged scientific, business, and engineering stakeholders end-to-end

Led cancer biomarker programs combining AI, ML, and NGS. Coordinated KOLs, CROs, and senior leadership.

• Delivered FAIR, ISO 27001, GDPR, HIPAA-compliant AI workflows
• Translated multi-modal molecular data into clinically interpretable biomarkers
• Closed and ran multiple biopharma engagements end-to-end

Architected and led the Data42 knowledge graph initiative across 30+ stakeholders, integrating clinical, omics, and real-world data for AI-driven discovery.

• Defined the schema and ingestion pipelines that underpin Data42
• Aligned Top 15 pharma stakeholders on FAIR + linked data principles
• Established the program as a reference case in pharma data engineering

Contributed to the first published tetraploid potato genome assembly — a hard polyploid genomics problem with direct breeding and trait-mapping applications.

• Helped break a long-standing bottleneck in polyploid crop genomics
• Pipeline reused for downstream variant and trait studies