Reproductive Genetics
The Missing Half of NIPT
2026-07-23
NIPT is no longer defined by sequencing alone. The next phase depends on trustworthy interpretation, patient-specific reporting, and scalable informatics that clinicians can actually use.
Precision Oncology • Reproductive Genomics • Health-Tech
Ph.D., HCLD/CC (ABB)
Molecular Geneticist | Clinical Consultant | Health Tech Innovator
I am a molecular geneticist and high-complexity clinical laboratory director with expertise spanning precision oncology, reproductive genomics, laboratory accreditation, and digital health innovation. Through my work in research, clinical and tech spaces, I have brought together scientific rigor, regulatory standards, and cutting-edge informatics to transform patient care and laboratory efficiency.

23+ peer-reviewed papers
Oncology • Immunogenetics
High Complexity Lab Director
Molecular Diagnostics
Over a decade of cultivating depth across diverse specialties that reinforce one another.
Designing, validating, and directing high-complexity NGS programs in hematologic and solid tumours, CGP, and liquid biopsy.
Advanced KIR–HLA/NK-cell biology applied to transplantation, immune dysregulation, and population immunogenomics.
Maternal–fetal immunology, NIPT/NIPTRix pipelines, pregnancy-loss genomics, and mosaicism detection.
Architecting secure LIMS, portals, document systems, and analytics for regulated clinical laboratories.
CAP, CPSA, ADHICS, and DOH-aligned validation, quality management, and audit-ready documentation.
High-throughput SARS-CoV-2 workflows. Collaborative works in clinical metagenomics and viral sequencing pipelines.
Where I think out loud about the ideas I chase across the lab, literature, and the code. And sometimes, life. Not peer reviewed.
Reproductive Genetics
2026-07-23
NIPT is no longer defined by sequencing alone. The next phase depends on trustworthy interpretation, patient-specific reporting, and scalable informatics that clinicians can actually use.
Laboratory Software
2026-06-16
How a first-in-province NGS launch, a clinical accreditation, and a pile of spreadsheets led me to build SHELF.
Precision Oncology
2026-05-14
The Evolution and Impact of Comprehensive Genomic Profiling (CGP) on Cancer
Precision Oncology
2025-11-21
This primer walks through the evolution of clinical variant interpretation—from the early days of ambiguous terminology to the modern era of consensus guidelines—and contrasts germline and somatic frameworks while outlining best practices and future directions in precision oncology.
A rotating pick of peer-reviewed favorites.
PLOS ONE • 2016
A 284-patient cohort study exploring donor and recipient KIR genotypes and post-HCT outcomes.
Cytotherapy • 2021
A transplant-outcome study assessing whether FLT3-ITD and NPM1 mutations retain their prognostic value in AML patients treated with allogeneic hematopoietic cell transplantation.
Blood Advances • 2020
A translational immunology study analyzing NK-cell counts, cytolytic function, and cytokine signatures in hospitalized patients with severe COVID-19.
International Journal of Molecular Sciences • 2022
A cohort-based immunogenetic study evaluating donor cytokine gene variants and their impact on acute GVHD outcomes following allogeneic HCT.