Ayush Bajpai

Product Manager

Gurgaon, Haryana, India10 yrs 6 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

9+ years in Banking, Payments, and E-commerce.
Expert in moving AI into production at enterprise scale.
Specializes in Agentic AI and complex business process automation.

Stackforce AI infers this person is a Fintech and E-commerce expert with a strong focus on AI-driven solutions.

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Skills

Core Skills

Product ManagementMachine LearningProject ManagementBusiness AnalysisData Analysis

Other Skills

A/B testing strategiesAI Workflow AutomationAPI integrationAWS Cloud MigrationAgentic AI DevelopmentAgile CoachingAgile MethodologiesAgile Project ManagementArtificial Intelligence (AI)BankingBusiness KnowledgeC++CSMCommunicationConflict Resolution

About

With 9+ years of experience across Banking, Payments, and E-commerce, I specialize in moving AI beyond the POC stage and into production at enterprise scale. My focus is on Agentic AI—designing systems where multiple LLM-based agents plan, use tools, and collaborate to automate complex, high-stakes business processes. My approach combines a technical CS foundation with a strategic MBA lens to solve for: -Agentic Orchestration (Planning/Memory/Tool-use) -LLM Evaluation (Evals, Grounding, Hallucination Control) -RAG Architectures & Vector Database optimization -AI Governance & Human-in-the-Loop design

Experience

10 yrs 6 mos

Total Experience

2 yrs 1 mo

Average Tenure

4 yrs 7 mos

Current Experience

Bounteous

Associate Director - Product Management

Sep 2021 – Present · 4 yrs 7 mos · On-site

Publicis sapient

Senior Product Manager

Nov 2020 – Jun 2021 · 7 mos

Scaled personalized marketing journeys for 5M+ users by deploying ML-driven predictive scoring to automate customer segmentation.
Increased conversion rates by 15% through the implementation of dynamic personalization flows and real-time targeting rules.
Enabled intelligent process automation across marketing operations by converting behavioural insights into automated targeting flows, reducing manual campaign configuration, and improving personalisation efficiency.

ML-driven predictive scoringcustomer segmentationdynamic personalization flowsreal-time targeting rulesintelligent process automationProduct Management+1

Traveltriangle

Product Project Manager

Aug 2019 – Apr 2020 · 8 mos · Gurugram, Haryana, India · On-site

Streamlined L2C workflows by collaborating with product, engineering, and marketing teams, implementing A/B testing strategies, and optimizing mobile and web apps to enhance user engagement and conversions.
Collaborated with vendors to integrate APIs, enabling real-time hotel room availability.

L2C workflowsA/B testing strategiesmobile and web app optimizationAPI integrationProduct ManagementProject Management

Bank of america

Business Analyst Team Lead

Sep 2017 – Aug 2019 · 1 yr 11 mos · Gurgaon

S&p global market intelligence

Business Analyst

Dec 2014 – Sep 2017 · 2 yrs 9 mos · Gurgaon

Defined requirements for the S&P–SNL data platform consolidation, focusing on automated data validation, reconciliation, and consistency-checking workflows to ensure accurate integration across multiple financial datasets.
Designed rule-based logic, data mappings, and transformation workflows to enable automated extraction, cleansing, and validation during large-scale ETL processes.
Performed Python/SQL-based data analysis to identify anomalies, improve data quality, and support the development of repeatable, auditable data processing pipelines.

automated data validationdata reconciliationPythonSQLETL processesBusiness Analysis+1