Quality Manager / AP Supervisor / IHC Specialist — Convergent Laboratories (AI & digital imaging automation for pathology)
Developed and validated clinical diagnostic workflows that used digital pathology and biomarker evaluation to improve dysplastic cell identification. Built an automated approach for epidermal nerve fiber density (ENFD) counting to reduce manual analysis and support consistent interpretation of imaging outputs. Communicated AI and digital imaging results to major stakeholders as part of translational pathology applications. • Residual ThinPrep material evaluated alongside biomarkers for improved dysplasia detection • Automated z-stacking and ENFD counting to standardize quantitative analysis • Clinical validation activities supporting diagnostic capability in-house • Stakeholder presentations related to AI and digital pathology applications