Digital illustration of a DNA double helix intertwined with interconnected data nodes and lines, representing genetics and data science.

AI Evidence Integrity & Human-on-the-loop Governance

Ex-Kite Pharma (Gilead Sciences) / Published Scientist

validation evidence for R&D/CMC agentic ai deployment

Don't Just Deploy AI. Certify It.

Most vendors offer generic "AI Safety." We provide Technical Assurance for the life sciences. We build the independent validation layer that allows R&D teams to adopt agents fast, while giving Quality Assurance the audit trail they need to sign off.

Scientific DNA. Regulatory Discipline.

  • The Operator: Former Validation Engineer at Kite Pharma (Gilead). I know what "GMP Compliance" actually means on the manufacturing floor.

  • The Specialist: Published Scientist (Journal of Experimental Biology) & RLHF Expert. I understand the physics of where models break because I have spent years training them.

Close-up of a red-eyed tree frog perched on a green leaf, with the cover of the Journal of Experimental Biology at the top.

  • Methodology: Applying GxP validation principles to identify failure modes in biomedical reasoning and regulatory citation.

  • Outcome: Proprietary "Golden Datasets" and error taxonomies for common scientific hallucinations.

  • The Foundation: My research—featured on the cover of the Journal of Experimental Biology and in New Scientist—trained me in the scientific rigor I now apply to AI.

Diagram illustrating the process of CAR T-cell therapy, showing steps from removing blood to extract T-cells, making CAR T-cells in the lab, growing millions of CAR T-cells, infusing them into the patient, and CAR T-cells binding to and killing cancer cells.
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