Teams at Freenome

Lead and scale enterprise-wide revenue cycle operations, overseeing patient intake, billing, collections, payer contracting, compliance, KPIs, budgeting, and team development. Design and implement AI/automation-enabled revenue cycle infrastructure, collaborate cross-functionally with Sales, Market Access, and Commercial Operations, and present strategic recommendations to executive leadership to optimize reimbursement and reduce denials.

Design, build, and deploy scalable distributed deep learning pipelines and infrastructure. Optimize hardware utilization, profile and benchmark training, manage large datasets, and enable reproducible ML workflows in cloud environments. Collaborate with ML scientists and engineers to align pipelines with research goals and drive performance, reliability, and operational best practices for large-scale model development.

Lead computational research for early cancer detection using cfDNA. Design and execute NGS assay and bioinformatics pipeline development, analyze molecular and clinical data, iterate assays with wet lab partners, and drive hypothesis-driven projects from ideation through implementation.