Overview
5+ years shipping products at Candor Health, Orange Health Labs and SpotDraft, on top of 7+ years leading product and marketing analytics at Swiggy, Dream11 and Freecharge.
Today I lead provider-intelligence work at Candor Health, building analytics frameworks that improve provider data accuracy and turn healthcare datasets into revenue for US payers and post-acute care businesses.
5 products I helped ship, from US payer tooling to a doctor app used by 1,500+ clinics a month. Each links to the live page.
A product that scores a payer's provider directory against Candor's data, so health plans know what to fix first and can meet CMS data-accuracy audit standards.
The doctor-facing app and platform behind Orange Health's diagnostics business: ordering, pricing, finance, partner integrations and a front desk for collection centres.
Search across contract language and contract types, and reporting that turns contract data into numbers legal teams can act on.
Contract analytics for legal teams: contracts created and executed over time, volume by contract type and status, and what is about to expire.
Open projectLed the 6-person analytics team behind Instamart's unit economics, availability and customer satisfaction.
AI-driven provider intelligence for US payers and post-acute care. Accuracy scorecard, deep-research-agent evaluation, agentic calling.
AI lab-report upload and biomarker tracking, "Tap to Order", free-trial onboarding for doctors (+20% sale-to-onboarding).
Finance revamp, central price management, front-desk module, public APIs and webhooks.
Advanced search, free-trial journey, contract analytics for sales and legal teams.
Instamart analytics across unit economics, availability and customer satisfaction. Team of 6.
Automated data-pipeline QA in R. Improved net winners by 10% with segmented new-user contest analytics.
Brought channel-level CAC down to Rs.50 by weighing acquisition cost, future value and retention.
Campaign analytics for PayPal's POS product that informed senior leadership's targeting strategy.
AI-driven and data-driven products in healthcare and SaaS: provider intelligence for US payers, a doctor app and diagnostics platform in India, and contract analytics for legal teams.
I size the problem before the solution. At Instamart that meant quantifying revenue lost to unavailability, which added 6,000 daily orders. At Candor it meant building an evaluation framework that moved address accuracy from 62% to 67%.
I'm in Bengaluru and currently work remotely with the Candor Health team in the US. I have also worked on-site in product teams in Bengaluru, Mumbai and Chennai.
The projects above link to live pages. Much of my work, such as internal tooling and pricing systems, can't be shown publicly, so I'm happy to walk through it on a call.
Email hussainliyaqatdar@gmail.com with the role and a few details about the team. I'll reply to arrange a call.
