Sundaram T.

Sundaram T.

Senior Manager, AI/ML Engineering @ Vanguard

About

AI/ML Engineering Leader with 17+ years of hands-on experience in architecting and building scalable, secure, and production-grade machine learning platforms, AI/ML Models, and enterprise software solutions within regulated industries. I specialize in end-to-end ML system design, model development, MLOps infrastructure, and platform modernization, with deep expertise in AWS SageMaker, Generative AI, and emerging Agentic AI architectures AWS Machine Learning Specialty Certified AWS Solutions Architect Associate Certified AWS Certified Developer - Associate Certified Scrum Product Owner, Certified Scrum Master. Capital Markets/ Investment Banking Domain Certified. Financial Risk Management Certified. Domain : Investment Management / Retail Banking / Investment Banking / Credit Cards / Capital Markets / Risk Management

Country

United States

City

Greater Philadelphia

Industry

Financial Services

Skill

Emerging Technologies, Strategic Thinking, Data Engineering, Large Language Models (LLM), Strategy, Analytical Skills, P&I, Systems Design, Social Influence, Integration Strategies, Project Leadership, Business Insights, Budget Management, Architecture, Data Strategies, Organizational Change Agent, Metadata Management, Critical Thinking, Data Science, Java Enterprise Edition

Experience

Vanguard

Senior Manager, AI/ML Engineering

Vanguard

LinkedIn
2025-7 - Present · 1 yr 3 mos

Spearheading AI/ML engineering strategy, architecture, and engineering development to deliver best-in-class machine learning engineering solutions at scale across the corporate services division

Vanguard

AI/ML & GenAI Architecture

Vanguard

LinkedIn
2024-1 - 2025-7 · 1 yr 7 mos

• Co-led the modernization of AI/ML platforms, enhancing operational efficiency across teams. • Served as a trusted technology advisor on AI/ML and GenAI projects, guiding stakeholders in best practices. • Collaborated with AWS Architects to design Sagemaker V2 capabilities, aligning with Vanguard’s analytics roadmap. • Evaluated vendor platforms like AWS Bedrock and IBM WatsonX, focusing on cost-effectiveness, platform maturity, and integration.

Vanguard

AI/ML and Analytics Lead/Architect

Vanguard

LinkedIn
2022-1 - 2024-1 · 2 yrs 1 mo

• Led the re-architecture of a data lake for investment operations, enhancing governance and access. • Achieved over 35% increase in data utilization for analytics and reporting through strategic optimizations. • Reduced analytics infrastructure costs by optimizing workloads and leveraging AWS technologies. • Developed a document analytics proof of concept using NLP and AWS Textract, improving operational efficiency. • Led machine learning experimentation on forecasting cash flow and classification of securities for niche business flows

JPMorganChase

VP, Software Engineering

JPMorganChase

LinkedIn
2021-5 - 2022-1 · 9 mos

• Co-led the architecture of the Chase Credit Card customer journey tracking APIs, enhancing engagement and experience. • Collaborated with Program Managers and Product Owners to prioritize credit card partnership system integrations. • Co-Managed technical integrations for co-branded credit card like Marriott Bonvoy and partner offers with DoorDash, creating a unified rewards experience.

Capital One

Manager, Software Engineering

Capital One

LinkedIn
2014-12 - 2019-12 · 5 yrs 1 mo

Greater Philadelphia Area

• Led a high-performing engineering team to deliver key initiatives in Overdraft and Account Ownership Management. • Spearheaded the delivery of ML based Credit Limit Decisioning process for consumer banking clients for Overdraft accounts and products. • Developed a robust CI/CD solution that significantly improved deployment automation and operational efficiency. • Mentored developers across teams, ensuring timely sprint deliveries and enhancing their technical skills.

HTC Global Services (Consultant @DTMB-State of Michigan)

Senior Software Engineer

HTC Global Services (Consultant @DTMB-State of Michigan)

2012-12 - 2014-12 · 2 yrs 1 mo

Lansing, Michigan Area

•Contributed to Business Process Reengineering project for the State of Michigan's DTMB, enhancing operational efficiency. • Developed reusable components for retirement and pension contribution calculations, ensuring accuracy and scalability. • Collaborated with cross-functional teams to deliver solutions that improved processing time and error ratios.

Bank of America

Analyst

Bank of America

LinkedIn
2010-7 - 2012-12 · 2 yrs 6 mos

• Designed and developed multi-million dollar analytics portal for Investment Banking and Commercial Banking divisions. • Implemented Role based granular access using data structures and collection framework. • Developed Interactive investment banking deals tracking and analytics reporting platform. • Created Python based Automation for detecting and predicting server status using heap memory and cpu utilization.

iFAST Financial India Pvt Ltd

Software Developer

iFAST Financial India Pvt Ltd

LinkedIn
2009-5 - 2010-7 · 1 yr 3 mos

• Developed investment portal for mutual funds tailored for retail investors, enhancing user experience. • Integrated features such as systematic investment planning (SIPs) and payment gateway for seamless transactions. • Managed IT infrastructure for iFAST India Office, ensuring operational efficiency and support for staff.

ATS

Software Engineer

ATS

2008-2 - 2009-4 · 1 yr 3 mos

Education

Northwestern University

Northwestern University

LinkedIn

Artificial Intelligence

University of Mumbai

University of Mumbai

LinkedIn

Sundaram T.'s Contact Information

Email

******@***.com

Phone

(**) *** ****

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