AJAishwarya John
Open to Product Management Opportunities
Aishwarya John

From understanding users to building better products.

Hi, I'm Aishwarya John — a product-focused professional with 5 years of experience working alongside Product Managers, Designers, and Engineers to build customer-centric products.

Here you'll find AI-powered MVPs, product initiatives, case studies, feature deep dives, PRDs, roadmaps, wireframes, and analytics work that demonstrate how I approach product discovery, prioritization, execution, and measurement.

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Product DiscoveryProduct StrategyProduct ThinkingAI Product DevelopmentLLM EvaluationGemini APIPRD WritingUser ResearchUser Journey MappingMVP ScopingRoadmappingMoSCoW PrioritizationKPI DefinitionEvent TaxonomyTracking PlansMixpanelFunnel AnalysisA/B TestingSprint PlanningAgile ScrumStakeholder ManagementJiraConfluenceFirebasePostmanProduct DiscoveryProduct StrategyProduct ThinkingAI Product DevelopmentLLM EvaluationGemini APIPRD WritingUser ResearchUser Journey MappingMVP ScopingRoadmappingMoSCoW PrioritizationKPI DefinitionEvent TaxonomyTracking PlansMixpanelFunnel AnalysisA/B TestingSprint PlanningAgile ScrumStakeholder ManagementJiraConfluenceFirebasePostman

About

Combining quality, analytics, and product thinking to build better experiences.

Collaborating closely with Product Managers, Designers, and Engineers gave me the opportunity to validate business requirements, improve user journeys, contribute to product initiatives, and support successful product launches.

These experiences gave me firsthand exposure to how products are discovered, prioritized, and delivered, inspiring me to deepen my product thinking through self-initiated case studies and hands-on product planning.

I'm now seeking Product Management opportunities where I can apply my execution experience, analytical mindset, and user-first approach to building products that create value for both customers and the business.

Product Strategy and Execution

Built end-to-end product case studies covering product discovery, PRDs, MVP definition, feature prioritization, roadmapping, and delivery planning.

Cross-Functional Collaboration

Worked closely with Product Managers, Designers, and Engineers to validate business requirements, user journeys, and support successful feature releases.

Product Analytics

Designed event taxonomies, tracking plans, KPI frameworks, and Mixpanel dashboards to define and measure product success.

User-Centric Thinking

Approach every feature by understanding user problems, evaluating trade-offs, and balancing customer needs with business goals and engineering feasibility.

Experience

Experience, viewed through a product lens.

Five years of building and shipping products gave me a front-row seat to product management—here's what I learned.

QA Engineer

CRED

April 2023 – April 2026

Worked closely with Product Managers, Designers, and Engineers to deliver customer-facing experiences across Rewards, Store, GTM websites, and campaign platforms, with hands-on experience across product requirements, user journeys, feature execution, release planning, and cross-functional delivery.

Product Initiatives

Gift Card Mapping

Customer Value, Engagement & Discoverability

Contributed to a personalized Gift Card experience that surfaced potential savings from users' existing purchase behaviour, while improving Gift Card discoverability and engagement.

View Initiative →

Daily Rewards — Streak-Based Engagement

Engagement & Retention

Contributed to a streak-based engagement mechanism designed to encourage daily gameplay, repeat engagement, and coin utilization.

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Nudge Configuration Platform

Configurable Product Infrastructure

Contributed to a reusable internal capability enabling teams to configure customer-facing nudges, supporting scalable engagement across product surfaces.

View Initiative →

Product Exposure

Product Requirements & Discovery

Requirement discussions · Acceptance criteria · User journey validation

Product Execution & Delivery

Release planning · Cross-functional coordination · Agile delivery

Launch & Post-Launch

UAT · Production validation · Post-launch monitoring

Associate Exploratory Tester

Moolya Software Pvt Ltd [Client Company: Juspay]

January 2022 – April 2023

Contributed to the Merchant Loan Marketplace platform by supporting the KYC onboarding experience, collaborating with cross-functional teams to validate business requirements, user workflows, and launch readiness.

Product Exposure

  • KYC onboarding flow
  • Requirement discussions
  • User journey validation
  • Stakeholder collaboration
  • Launch planning

Junior Analyst

Quess Corp Pvt Ltd [Client: Razorpay]

September 2021 – January 2022

Supported merchant risk operations by investigating merchant risk cases, analyzing transaction patterns, and contributing to fraud prevention initiatives.

Featured Projects

Product Portfolio

A collection of product case studies, feature deep dives, teardowns, and AI products I've built, showcasing my approach to solving user problems and building thoughtful product experiences.

ProductQA Copilot cover

ProductQA Copilot

AI Product · Built MVP

Built an AI-assisted MVP that reviews product requirements, identifies ambiguities and blocking clarifications, evaluates implementation readiness, and generates structured Product and QA insights.

View Case Study →
Product DiscoveryAI Product DevelopmentMVP ScopingLLM EvaluationPythonGemini API
StreamSphere cover

StreamSphere

End-to-End Product Management Case Study

A full product lifecycle case study — from business context and PRD to MVP scoping, roadmap, KPI mapping and Mixpanel analytics for a YouTube-inspired platform.

View Case Study →
Product DiscoveryPRD WritingUser Journey MappingMVP ScopingMoSCoW PrioritizationProduct RoadmappingKPI DefinitionMixpanel Analytics
CRED Gift Cards – Feature Deep Dive cover

CRED Gift Cards – Feature Deep Dive

Feature Deep Dive

A feature deep dive into CRED's Gift Card experience, analyzing the user journey, product decisions, and metrics behind improving discoverability and driving adoption.

View Feature Deep Dive →
Feature Deep DiveFintechProduct StrategyProduct ThinkingGrowth
Bugasura — Version History cover

Bugasura — Version History

Product Design Case Study

Designed a Version History experience to improve requirement traceability and help QA Leads understand how requirement changes impact linked test cases.

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Problem FramingMVPPrioritizationWireframing
In progress

Coming soon

New case studies coming

New end-to-end product case studies are currently in progress and will be added as they evolve. I'm continuously exploring product problems, validating ideas, and documenting my learning journey.

Product Skills

What I bring to a product team.

Product Management

01
  • Product Discovery
  • Problem Framing
  • PRD Writing
  • User Stories
  • User Journey Mapping
  • MVP Scoping
  • Roadmapping
  • Prioritization (MoSCoW, RICE)
  • Stakeholder Management

Product Analytics

02
  • Mixpanel
  • Event Taxonomy
  • Tracking Plans
  • KPI Definition
  • Dashboard Creation
  • Funnel Analysis
  • Retention Metrics
  • A/B Testing
  • SQL (Basics)

Agile & Execution

03
  • Agile Scrum
  • Requirement Analysis
  • Sprint Planning
  • Release Planning
  • Cross-functional Collaboration
  • UAT
  • Risk Assessment

Tools

04
  • Jira
  • Confluence
  • Mixpanel
  • Firebase
  • Charles Proxy
  • Postman
  • Maestro
  • GitHub

Education & Certifications

Formal training & continuous learning.

Education

Bachelor of Technology

CMR University · 2017 — 2021

Electronics and Communication Engineering. Overall CGPA: 8.34

Professional Development

Product Management: An Introduction

IBM (Coursera) · 2025

Building a Product Strategy

Project Management Institute (LinkedIn Learning) · 2026

Manual & Automation Testing Certification

Moolya Software Testing Pvt. Ltd. · 2022

Currently Learning

SQL for Product Analytics

In progress

Applied AI for Product Management

In progress

Product Wireframing (Figma)

In progress

Contact

Let's build something users love.

I'm currently seeking Product Management opportunities where I can continue learning, contribute meaningfully, and grow as a Product Manager. If my work resonates with you, I'd love to connect and discuss how I can contribute to your team.

Email me LinkedIn Resume