赞助方：Dataiku 敏捷与治理的碰撞：摩根士丹利如何在受监管的世界中扩展机器学习.pdf

1、Agility Meets Governance:How Morgan Stanley Scales ML in a Regulated WorldRaja Lanka-Executive Director Morgan StanleyJune 112025 DATAI KU I NC.Todays SpeakerRaja LankaData and AI/ML Practice LeadMorgan Stanley Wealth Management 2 2025 DATAI KU I NC.Raja Lanka leads the Cloud Practice at Morgan Stan

2、ley Wealth Management,driving innovation in data and AI/ML with Azure,Databricks,and Dataiku.With 14+years at the firm,hes known for tech modernization,regulatory rigor,and team collaboration.2025 DATAI KU I NC.Morgan Stanley is a leading global financial services firm providing a wide range of inve

3、stment banking,securities,wealth management and investment management services.With offices in 42 countries,the Firms employees serve clients worldwide including corporations,governments,institutions and individuals.For further information about Morgan Stanley,please visit .WHAT WE DOAdvise,originat

4、e,trade,manage anddistribute capital for governments,institutions and individuals,and always do so with astandard of excellence.HOW WE DO ITExecute in a way that is consistent withour values and,whenever possible,deliver the Firms full suite of capabilities.WITH WHAT RESULTStrive to deliver strong r

5、eturns for our shareholders,build long-term value for our clients and offer highly attractive career opportunities for our employees.Drawing on our expertise across three core businesses,clients can benefit from our vast resourcesand intellectual capital.INSTITUTIONAL SECURITIESOne of the worlds top

6、 firms in mergers and acquisitions(M&A),markets,equity underwriting and debt financing.WEALTH MANAGEMENTA global leader in financial services,with thescale and stability to help bring you valuable opportunities.Our priority is managing wealthwith the highest standard of care and providing financial