Madhur JainProduct Manager III

Madhur Jain, Product Manager III

Product Manager III with 5+ years across consumer growth, monetization, ecommerce, and data-led products.

I turn ambiguous product problems into launches and measurable commercial outcomes. My recent work includes AI analytics and LLM automation at PRISM, after leading mobile growth at SplashLearn and D2C product work at Honasa.

How my product scope has grown.

I started by fixing the operational details that shape an ecommerce customer journey. At Honasa, that became acquisition, conversion, launches, and platform scale. At SplashLearn, I owned mobile subscription growth. At PRISM, I now apply the same product discipline to AI, pricing, and decision-making systems.

This is the professional work behind the portfolio. Each story names the product context, the decision I owned, and the change it created.

01

PRISM (formerly OYO)

November 2025 - Present

Product work for the OYO US consumer platform, call centre, and G6 platform across AI analytics, pricing, conversion, and operations.

Product Manager III

November 2025 - Present

Own AI and data product initiatives alongside conversion and revenue work for consumer and operational teams.

  • Built a two-agent natural-language-to-SQL workflow with 85% accuracy on gold-standard business queries.
  • Made product and operational data easier for business teams to query without analyst translation.
  • Automated research, marketing benchmarks, daily Teams reporting, and PRD workflows with Cowork to reduce manual synthesis.
  • Built a dynamic fee module for OYO and G6 brands, increasing cost margin by up to $2M annually.
  • Led FTC pricing-transparency implementation with a 28% reduction in prepaid-page views, 10% better Google HAC price accuracy, and 10% higher HDP-to-booking success.
  • 85% accuracy against a gold-standard set of business queries
  • Up to $2M annualized cost-margin upside from a dynamic fee module
  • +10% HDP-to-booking success
Read the AI analytics work story

02

SplashLearn

May 2024 - November 2025

Owned subscriber growth and retention work for the Android app and app-to-web journeys at an elementary-learning platform.

Product Manager

May 2024 - November 2025

Led Android launch, activation, migration, retention, and content-operations initiatives.

  • Launched the Android app to 1,000 monthly subscribers within six months and $5K in recurring revenue growth.
  • Improved Play Store rating from 2.3 to 4.0, Day-0 engagement by 25%, and playable-start rate by 30%.
  • Diagnosed a Day-0 engagement gap between iPhone and iPad users and led a dashboard redesign that improved early engagement by 10%.
  • Launched web-to-app migration that converted 70% of mobile-web users, lifted trial-to-paid by 15%, and added 800 incremental subscribers each month.
  • Developed a first-time-user game-download algorithm that reduced Day-1 cancellations by 15%, improved trial-to-paid by 8%, and added 800 subscribers each month at $55 LTV.
  • Designed a GPT-4o mini transcript workflow that reduced the content cycle from six weeks to two.
  • 1,000 monthly subscribers
  • +15% trial-to-paid
  • 6 weeks to 2 weeks
Read the mobile growth work story

03

Honasa Consumer Limited (Mamaearth)

March 2021 - May 2024

Progressed from Product Management Intern to Product Manager across Mamaearth, Aqualogica, BBlunt, Yotobox, referral systems, and house-of-brands product infrastructure.

Product Manager

April 2023 - May 2024

Led Aqualogica growth and website analytics, the end-to-end website lifecycle, and referral and acquisition work across Honasa brands.

  • Spearheaded Aqualogica product initiatives contributing to a Rs 175 Cr revenue run rate.
  • Led strategy, roadmap, UX, data analysis, QA, copywriting, and operational setup across the website lifecycle.
  • Improved homepage conversion by 15% and search conversion by 17% through funnel analysis and iteration.
  • Owned referrals across web, Android, iOS, and Yotobox; targeted cohort visibility lifted referral signups to 8% of organic daily acquisition and referral users converted at 40% versus 20% for signup users.
  • Reduced first-order discount percentage for Yotobox-acquired users by 25% across Honasa brands.

Associate Product Manager

September 2021 - March 2023

Built acquisition systems, supported new brand launches, and partnered on scalable platform foundations.

  • Benchmarked Aqualogica as the fastest Honasa brand to reach a Rs 100 Cr annual run rate.
  • Implemented referral systems on the Mamaearth website and app to reduce new-user CPC.
  • Launched the Aqualogica platform in under 50 days and the BBlunt devices site on Shopify with an AOV above Rs 2,500.
  • Partnered with engineering on API contracts and event architecture supporting one million transactions per day.

Product Management Intern

March 2021 - September 2021

Worked on fraud and post-purchase operations for the Mamaearth customer journey.

  • Automated fraud detection and cancellation, eliminating manual review effort.
  • Improved Magento, Unicommerce, and Shiprocket integrations to reduce non-serviceable orders to zero.
  • Rs 175 Cr Aqualogica run rate
  • +15% homepage conversion
  • 1M transactions per day
Read the Honasa product journey

A few measurable changes I have helped drive.

Every number is attributed to the product and business context where it was measured.

85%

PRISM / OYO

accuracy on a gold-standard set of natural-language business queries

Up to $2M

OYO and G6

annualized cost-margin upside modelled from a dynamic fee module

1,000

SplashLearn

monthly Android subscribers within six months of launch

+15% / +17%

Honasa / Aqualogica

homepage and search conversion improvement through funnel analysis and iteration

How I work, with proof in shipped products.

These are skills I have used in LLM evaluation at PRISM, subscription and funnel growth at SplashLearn, and multi-brand ecommerce systems at Honasa.

Strategy and leadership

Turns ambiguity into product bets, roadmaps, decision criteria, and aligned delivery.

  • Product Roadmapping
  • Experimentation
  • Stakeholder Leadership
  • Product Judgment

AI and data products

Designs useful AI workflows with evaluation, data quality, and user trust built into the loop.

  • AI Product Management
  • AI Workflow Automation
  • LLM Evaluation
  • Prompt Evaluation
  • SQL Validation
  • Python

Growth and execution

Uses funnels, instrumentation, APIs, and iterative delivery to improve customer and business outcomes.

  • Funnel Analytics
  • Data Visualization
  • APIs and Events

Coach, a cross-platform fitness product I am building from scratch.

A personal build where I own the product thinking and implementation across web, iOS, and Android. It is builder proof, not a claim of market traction.

Let's talk about the work.

I'm open to conversations about AI and data products, consumer growth, product strategy, and senior product roles.

+91 95301 74692