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
United States
Greater Philadelphia
Financial Services
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

AI/ML & GenAI Architecture
• 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.

AI/ML and Analytics Lead/Architect
• 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

VP, Software Engineering
• 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.

Manager, Software Engineering
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.

Senior Software Engineer
HTC Global Services (Consultant @DTMB-State of Michigan)
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.

Analyst
• 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.

Software Developer
• 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.

Software Engineer
ATS
Sundaram T.'s Contact Information
Phone
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