Throughput scale-up
Scaled from 700 to 5,000 samples per month between 2018 and 2026, absorbing three complete workflow redesigns without loss of accreditation.
Ten years scaling high-throughput clinical genomics: the systems, not just the science.
01 / The question
A clinical genomics lab lives or dies on one question.
Every automated workflow, every SOP and every KPI dashboard here exists to answer it. This is a service reporting to IVF clinics on every continent, where a wrong report isn't an abstract error.
02 / What changed
Scaled from 700 to 5,000 samples per month between 2018 and 2026, absorbing three complete workflow redesigns without loss of accreditation.
Partnered with external specialists to validate and deploy a Hamilton STAR automated amplification workflow, cutting operator time per run by roughly 80%.
Held corrected reports to approximately one per year across a service delivering to IVF clinics in over 100 countries, on every continent.
Designed an automated tracking and notification workflow for 40-50 monthly report amendment requests, removing double entry.
Authored roughly ten SOPs and led bi-annual document review under ISO 15189:2022, cascading training across a 15-person technical team.
03 / What I run
KPI design and reporting to senior management, throughput and capacity planning, turnaround-time reduction, root-cause analysis, and workflow automation with VBA and Power Automate.
Hamilton STAR, SPT Labtech Mosquito & Dragonfly, Illumina NovaSeq 6000, NextSeq 550 and MiSeq. Installation, verification, validation, and vendor/field engineer coordination.
ISO 15189:2022 and ISO 17025:2005, QMS document control, SOP authorship and bi-annual review, non-conformance management, and audit readiness.
End-to-end NGS: sample accessioning, DNA extraction, whole-genome amplification, library preparation and enrichment, sequencing, and PGT-A/SR/M clinical reporting.
04 / The route here
Sheffield Hallam University
Four-year course including an industrial placement year. Modules spanned molecular biology, biochemistry, microbiology, cellular biology, bioanalytical methods, biology of disease and human nutrition.
ALS Life Sciences
Industrial placement operating and managing the media line for food and drink samples from clients including Tesco and M&S, working to ISO 17025:2005 under high sample volume and strict time constraints. Trained new staff on line procedure; the site achieved UKAS accreditation, Tesco Green and M&S Gold.
CooperGenomics
End-to-end NGS workflow across manual, SPT Labtech, and early Hamilton STAR platforms: accessioning, whole-genome amplification and library preparation.
CooperGenomics
Clinical reporting and technical lead through the lab's transition to fully automated NGS, as monthly volume grew from ~700 to ~2,000 samples. Independently reviewed and approved complex PGT-A/SR reports.
CooperGenomics
Operational lead for a 15-person, ISO 15189:2022-accredited lab processing ~5,000 samples/month for IVF clinics in over 100 countries. Owns KPI reporting, automation strategy, and accreditation.
Recognition
Awarded “Faces of Innovation” for excellence in workflow automation and the development of traceable process improvements.
Genomics UK laboratory team, for exceeding expectations in processing.
05 / Get in touch
Currently running operations for a 15-person accredited lab. Looking for a role where operational scale, quality and turnaround all have to hold at once, and where the output still matters to the people receiving it.