Representative engagement

SEngine Precision Medicine

SEngine developed a functional precision-oncology platform intended to move from assay development into a CLIA-certified clinical diagnostic service.

Challenge
A functional drug-screening platform needed to become a regulated clinical product supported by automation, quality systems, physician-facing interpretation, and adoption in real-world care.
Strategic Premise
Functional testing could complement molecular diagnostics by helping physicians interpret drug response in the context of disease, genomic findings, treatment history, pathology, and the clinical question.
Michael's Role
Lead Scientist, then Principal Scientist. Michael built the CLIA-certified P.A.R.I.S. test and later supported its physician-facing clinical implementation and broader company development.
Technology and Execution Context
Functional precision oncology, clinical diagnostics, automation, quality systems, physician decision support, and commercialization.
Outcome
Michael developed personalized drug panels for more than 100 cancer patients and supported an approximately $9 million financing through financial analysis, valuation work, diligence materials, and company presentations. The CEO led the financing.

Timeline

  1. Commercialization

    From research platform to clinical use

    Michael helped translate functional drug screening into a CLIA-certified test supported by clinical-grade quality systems and physician-facing workflows.