Speaker: Justin Milam, FCAS (he/him/his) – Ategrity
### he/him/his @@@ Lauren Finnis – WTW ### 2143726###Speaker###North America Proposition Leader – Commercial Lines###WTW###Speaker: Lauren Finnis – WTW
### @@@ Seth A. Goodchild, FCAS – Allstate Insurance Company ### 2176912###Moderator###Product Development Director###Allstate Insurance Company###Moderator: Seth A. Goodchild, FCAS – Allstate Insurance Company
### @@@ Shing Wu, FCAS (he/him/his) – Swiss Re ### 2174227###Committee Member###Senior Product Development Manager###Swiss Re###Committee Member: Shing Wu, FCAS (he/him/his) – Swiss Re
### he/him/his @@@ Rebecca R. Williams, ACAS, MAAA (she/her/hers) – North Carolina Rate Bureau ### 2171902###Committee Member###Actuary###North Carolina Rate Bureau###Committee Member: Rebecca R. Williams, ACAS, MAAA (she/her/hers) – North Carolina Rate Bureau
### she/her/hers @@@ Justin Milam, FCAS (he/him/his) – Ategrity ### 1950603###Submitter###Head of Pricing###Ategrity###Submitter: Justin Milam, FCAS (he/him/his) – Ategrity
### he/him/his PI-4Community Speaker: Edward Lee, FCAS, FIA, MSc – EY
### @@@ Max Martinelli – Akur8 ### 2215462###Community Speaker###Actuarial Data Scientist###Akur8###Community Speaker: Max Martinelli – Akur8
### iCAS-3Speaker: David Blake, ACAS – Milliman
### @@@ Tianzi Xie, FCAS ### 2176834###Speaker#########Speaker: Tianzi Xie, FCAS
### @@@ Jeffrey Waters, M.S. – Moody's RMS ### 1963104###Speaker###Staff Product Manager, Product Management###Moody's RMS###Speaker: Jeffrey Waters, M.S. – Moody's RMS
### @@@ Annie Chunyang Fan, FCAS, ACIA (she/her/hers) – Gore Mutual ### 2174205###Moderator###Actuary###Gore Mutual###Moderator: Annie Chunyang Fan, FCAS, ACIA (she/her/hers) – Gore Mutual
### she/her/hers @@@ Katie Pipkorn, FCAS – Milliman ### 1950587###Committee Member###Consulting Actuary###Milliman###Committee Member: Katie Pipkorn, FCAS – Milliman
### @@@ Rebecca R. Williams, ACAS, MAAA (she/her/hers) – North Carolina Rate Bureau ### 2171902###Committee Member###Actuary###North Carolina Rate Bureau###Committee Member: Rebecca R. Williams, ACAS, MAAA (she/her/hers) – North Carolina Rate Bureau
### she/her/hers ST-6Speaker: Alexander Alimi, FCAS, FSA, MAAA – Everest Insurance
### @@@ Jessica Leong – Octogram ### 1950610###Moderator###CEO###Octogram###Moderator: Jessica Leong – Octogram
### @@@ Stuart Gelbwasser, ACAS (he/him/his) – Verisk ### 2143746###Committee Member###Director###Verisk###Committee Member: Stuart Gelbwasser, ACAS (he/him/his) – Verisk
### he/him/his @@@ Klayton N. Southwood, FCAS – WTW ### 2176924###Committee Member###Senior Director###WTW###Committee Member: Klayton N. Southwood, FCAS – WTW
### @@@ Jessica Leong – Octogram ### 1950610###Submitter###CEO###Octogram###Submitter: Jessica Leong – Octogram
### R-5