This event has been cancelled
CSAIL Alliance: Linedata Tech Talk
Speaker
Ashmita Gupta
Linedata
Host
Callie Mathews
CSAIL Alliances
CSAIL Alliance Tech Talk: AI within financial services powered by Linedata Analytics Services
“Losses from operational risk events cost financial institutions tens of billions of dollars every year. Throw in increasing costs to manage ever more complex financial operations and demands from regulators for an audit trail that shows everything is running smoothly. All this along with stiff market competition has led to shrinking profit margins on financial products.
While the adoption of AI/ML has traditionally been on generating investment alpha, , these technologies have recently produced welcome options for addressing operational challenges and indeed for generating efficiencies across the investment operations of financial firms.
In this session we highlight 3 scenarios where these technologies are helping Banks and Asset Management firms cut through the noise and improve decision making using data intelligence. This in turn is reducing risk, lowering costs and generating the operational alpha that comes from bringing new AI/ML solutions to old problems.
Speaker name : Ashmita Gupta, Global Head of Analytics at Linedata
Speaker Bio: Ashmita heads Linedata’s Business Intelligence & Analytics Service offering. She is passionate about helping clients solve operational problems and open up their teams to innovation tapping into their data with AI/ML insights.
Ashmita brings 14+ years of operational experience with hedge funds and investment managers along with her Data Science background. At Linedata, she manages a global team of data scientists, data engineers, and analysts who develop AI based proofs of concept and productionized solutions for clients in capital markets, wealth, trade operations among others. Previously she advised top tier Hedge Funds and Asset Management firms on their front and middle office processes and implementations for Order and Portfolio Management systems. She has a BA in computer science, an MBA and is a CFA Charter Holder.
“Losses from operational risk events cost financial institutions tens of billions of dollars every year. Throw in increasing costs to manage ever more complex financial operations and demands from regulators for an audit trail that shows everything is running smoothly. All this along with stiff market competition has led to shrinking profit margins on financial products.
While the adoption of AI/ML has traditionally been on generating investment alpha, , these technologies have recently produced welcome options for addressing operational challenges and indeed for generating efficiencies across the investment operations of financial firms.
In this session we highlight 3 scenarios where these technologies are helping Banks and Asset Management firms cut through the noise and improve decision making using data intelligence. This in turn is reducing risk, lowering costs and generating the operational alpha that comes from bringing new AI/ML solutions to old problems.
Speaker name : Ashmita Gupta, Global Head of Analytics at Linedata
Speaker Bio: Ashmita heads Linedata’s Business Intelligence & Analytics Service offering. She is passionate about helping clients solve operational problems and open up their teams to innovation tapping into their data with AI/ML insights.
Ashmita brings 14+ years of operational experience with hedge funds and investment managers along with her Data Science background. At Linedata, she manages a global team of data scientists, data engineers, and analysts who develop AI based proofs of concept and productionized solutions for clients in capital markets, wealth, trade operations among others. Previously she advised top tier Hedge Funds and Asset Management firms on their front and middle office processes and implementations for Order and Portfolio Management systems. She has a BA in computer science, an MBA and is a CFA Charter Holder.