Saravanan Srinivasan

Product Manager

Chennai, Tamil Nadu, India18 yrs 7 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Led $130M+ AI modernization initiatives at PayPal.
  • Developed AI tools saving over $1M in compute costs.
  • Pioneered NLP-to-SQL solutions for 30,000+ datasets.
Stackforce AI infers this person is a Fintech expert with a strong focus on AI/ML and data engineering.

Contact

Skills

Core Skills

Data EngineeringAi/mlCloud ComputingData AnalyticsBusiness AnalyticsSoftware DevelopmentCore Banking

Other Skills

CommunicationCross-functional Team LeadershipMicrosoft PowerPointData AnalysisTableauShell ScriptingSQLPrivate CloudsLeadershipGCP DataprocTeradataDistributed SystemsGoogle BigQueryGCSApache Spark

About

I’m an AI/ML, Generative AI, Agentic AI, and Data Engineering Leader with 18+ years of experience, including a decade at PayPal, where I’ve led global teams across Chennai, Tel Aviv, San Jose, and Shanghai to build next-generation AI-powered platforms that drive measurable business outcomes. At PayPal, I spearheaded the Feature Engineering Platform modernization, a $130M+ portfolio powering AI models and rule-based decision systems across Risk, Fraud, Payments, Credit, Merchant, and Consumer domains. My focus has been on creating scalable, intelligent, and self-service systems that unify data, accelerate ML model delivery, and enable continuous automation. My key innovations include: 🔹 BigQuery Optimizer (GenAI) – AI-based SQL optimization saving $1M+ in compute costs. 🔹 NLP-to-SQL Agentic AI – Natural language interface for generating complex analytical queries across 30,000+ datasets. 🔹 Support Auto-Resolution Framework – Agentic flow reducing manual support intervention by 70%. 🔹 FEDS Bot – AI assistant automating feature lifecycle tracking, cutting 90% of manual efforts. 🔹 2PB Teradata → GCP Migration – Led full migration with 40% performance improvement. I am passionate about building teams, platforms, and strategies that transform how AI and data work together — bringing innovation, scalability, and operational excellence to the Fintech and payments ecosystem. Currently pursuing an MBA in Business Administration (UMass Global) and Leadership in AI (ISB) to further enhance my strategic leadership and organizational impact in the AI/ML space.

Experience

18 yrs 7 mos
Total Experience
3 yrs 8 mos
Average Tenure
8 yrs 5 mos
Current Experience

Paypal

4 roles

Manager, Software development 2

Promoted

Apr 2023Present · 3 yrs 1 mo

  • Spearheading PayPal’s global Feature Engineering and AI/ML modernization initiatives, driving innovation in data pipelines, cloud infrastructure, and Generative AI to power fraud detection, risk intelligence, and personalized customer experiences at scale.
  • Leading cross-functional global teams across Chennai, San Jose, Tel Aviv, and Shanghai to deliver high-impact programs such as:
  • 1. 1 PB's Teradata → GCP BigQuery migration, improving query performance by 40% and enabling enterprise-scale data analytics.
  • 2. Vertex AI Feature Store integration and automation, reducing feature onboarding time-to-market by 80%.
  • 3. Full modernization of Feature Platform, delivering $130M+ in business impact for AI Model and Feature teams.
  • Championing Generative AI and Agentic AI adoption within PayPal’s engineering ecosystem:
  • 1. Developed BigQuery Optimizer using LLMs, Explain Plans, and ML rules—cutting compute cost by $1M+.
  • 2. Created NLP-to-SQL Generator, allowing natural language feature creation across 30,000+ datasets.
  • 3. Built FEDS Bot and Auto-Resolution Framework, achieving a 90% reduction in manual operational tasks.
  • 4. Designed AI-driven data products for fraud and credit risk management, cutting delivery cycle times by 50%.
  • Certified as a Google Professional Machine Learning Engineer, currently pursuing CTAIO Certification program in IITM Parvatak, Completed Leadership in AI from Indian School of Business (ISB) Hyderabad and an MBA Graduate from University of Massachusetts Global.
  • Combining technical excellence, business acumen, and global leadership, I focus on building scalable, intelligent systems that drive innovation, reliability, and measurable outcomes in the Fintech space.
CommunicationCross-functional Team LeadershipMicrosoft PowerPointData AnalysisTableauShell Scripting+32

Manager, Software development 1

Mar 2020Mar 2023 · 3 yrs

  • Led strategic engineering initiatives within PayPal’s Feature Engineering and Data Platform organization, driving innovation in data pipelines, distributed systems, and private cloud infrastructure to power global-scale AI/ML use cases.
  • Directed cross-functional teams across India, TLV, San Jose, and Shanghai to deliver highly available, low-latency data services supporting fraud detection, payments, and risk intelligence systems.
  • Architected and deployed distributed data pipelines on PayPal’s internal private cloud, integrating Hadoop, Spark, and GCP for batch and near-real-time processing.
  • Improved data pipeline reliability and scalability by implementing CI/CD automation, observability, and failover recovery mechanisms across critical production systems.
  • Partnered with product, data science, and infrastructure teams to standardize feature creation workflows, ensuring consistency and speed across AI model deployments.
  • Cultivated a collaborative engineering culture, emphasizing communication, design excellence, and continuous learning.
  • Drove operational efficiency improvements of 30% by optimizing internal frameworks and simplifying data orchestration.
CommunicationCross-functional Team LeadershipPrivate CloudsDistributed SystemsData EngineeringCloud Computing+2

Manager, Business Analytics 1

Promoted

Apr 2019Feb 2020 · 10 mos

  • Led analytics for PayPal’s global payments and product teams (Venmo, Braintree, Hyperwallet). Delivered $2M+ savings through decline-rate improvements. Built KPI dashboards, A/B testing models, and data insights driving product ramp-up and success metrics.
CommunicationCross-functional Team LeadershipDistributed SystemsData EngineeringData AnalyticsCloud Computing+2

Global Metric Analyst 3

Sep 2017Mar 2019 · 1 yr 6 mos

CommunicationDistributed SystemsData EngineeringData AnalyticsBig Data

Altimetrik

Senior Staff Software Engineer

Jan 2016Sep 2017 · 1 yr 8 mos · Chennai, Tamil Nadu, India · On-site

  • I worked in PayPal Chennai as an onsite contract engagement (via Altimetrik), where I built scalable ETL pipelines and analytics solutions for the Payment Data Technology organization, supporting multiple product launches and analytics ramp-up initiatives. Following successful delivery and impact, Later I got opportunity to transition to a full-time role with PayPal India Pvt. Ltd., Chennai, continuing to drive data and analytics excellence at scale.
  • Skills: Communication · Distributed Systems · Data Engineering · Software Deployment · Big Data
CommunicationDistributed SystemsData EngineeringSoftware DeploymentBig DataSoftware Development

Bank of america

Senior Analyst

Oct 2012Jan 2016 · 3 yrs 3 mos · Chennai Area, India · On-site

  • Architected AML (Anti-Money Laundering) Data Mart and ETL pipelines for Financial Crimes systems. Led a team of 8 across development and analytics. Enhanced transaction event monitoring for global Financial Crimes and technology and fraud detection.
CommunicationDistributed SystemsData EngineeringSoftware DeploymentCore BankingBig Data

Tata consultancy services

IT Analyst

Dec 2011Oct 2012 · 10 mos · Chennai

CommunicationDistributed SystemsData EngineeringSoftware DeploymentBig Data

Infosys

Technology Analyst

Jul 2007Dec 2011 · 4 yrs 5 mos · Chennai Area, India

  • Developed enterprise data pipelines and AML reporting systems for Bank of America. Deputed to the U.S. for 6 months, leading offshore teams for AML Data Mart deployment.
CommunicationDistributed SystemsData EngineeringSoftware DeploymentCore BankingBig Data

Education

Indian Institute of Technology, Madras

Future Chief Technology and AI Officer (CTAIO) Programme - (IITM) Pravartak Technologies Foundation

Jan 2026Aug 2026

Indian School of Business

Leadership with AI — Artificial Intelligence

Aug 2025Jan 2026

University of Massachusetts Global

Master of Business Administration - MBA — Technology Leadership

May 2024Nov 2025

Anna University Chennai

Bachelor of Engineering - BE — Electronics & Instrumentation

Jan 2003Jan 2007

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