My Name is Avanti Karandikar and I work as a Senior Manager in MedImmune (AstraZeneca's biologics arm). I have around 12 years of experience in Bio-pharmaceutical industry supporting clinical and regulatory applications.

Geoffrey Mann is Advanced Analytics Manager for the health and life sciences industry at JMP. In this role, he explores needs for visual and statistical discovery software in the clinical segment of the pharmaceutical and healthcare industries. After joining SAS in 2000, he helped develop software for use in health and life sciences, including SAS® Drug Development, SAS Clinical Data Integration, SAS Clinical Toolkit, JMP® Genomics and JMP Clinical. Mann is an inactive member of the Clinical Data Interchange Standards Commission (CDISC), where he used to participate on the CDISC Analysis Data Model (ADaM) Team as the metadata team lead.