Shubham SinhaAssociate Product Manager at Kerala AyurvedaBengaluru
I like to build and test things, not just plan them.
I build for a better customer experience and let the numbers decide. As Associate Product Manager, I am moving our clinics off paper with EKAM, 600+ consultations so far, and specifying an AI search that finds more relevant products than the paid app we used. Earlier, my WhatsApp bot cut support tickets 65%.
Open to Associate Product Manager and Product Manager roles, in India or abroad.
Message me on WhatsAppWhat I have built
WhatsApp support bot
Live since Aug 2026As Product Analyst65% fewer tickets
80 to 90% closed without an agent
I sorted what customers ask and when a person must take over. Then I designed the flow and built it on LimeChat, a WhatsApp chatbot platform.
See how I built the bot: WhatsApp support botEKAM, our clinic system
Live at 2 sitesAs Associate Product Manager600+ consultations
400+ therapies recorded
Our clinics ran on paper. I sat with doctors and clinic managers, wrote the specs, tested the new app against the old one and trained the staff. The other 19 clinics are planned to go live by the end of December.
See how EKAM went live: EKAM, our clinic system
Built with AI. I write the spec and check the work. AI coding tools write the code.
AI search
In testing (US store)As Associate Product ManagerOur paid search app found nothing for “pet dard” (Hinglish for stomach ache). I specified a search that understands Hinglish, Hindi and Malayalam, and checked it against 50,000+ test searches. It returns more relevant products than the paid app.
See how the search works: AI searchCustomer assistant
In testingAs Associate Product ManagerThe bot on our website answers only inside fixed boxes. I defined an assistant that answers in the customer’s language and knows when to send someone to a doctor.
See how the assistant decides: Customer assistantLead Desk
In stagingAs Associate Product ManagerOur clinic enquiries lived in a sheet. I own Lead Desk, which records every call, its outcome and every stage change. A manager can see where a lead went cold.
See how Lead Desk works: Lead Desk
Calls I made
Redesigned the bot from data
As Associate Product ManagerI went back to the bot’s contact data. 49% of chats were about orders, 31% were product questions and 24% were about consultations and health. So the next version routes each chat by what the customer wants, and answers order status from real shipment data.
See the next version of the botMoved us to the older checkout
As D2C Product OpsWe were on the newer version of our checkout. I wasn’t convinced it converted better, because most other brands on the same checkout were still on the older one. I tested both for four weeks. The older one won, and checkout conversion rose 12 to 18%, relative.
“A new version is a hypothesis until the funnel data backs it.”
See the checkout testPut a price on late deliveries
As Product AnalystLate deliveries cost us about ₹7.56 lakh in seven months. One courier was late on 56.5% of its orders. I also built a daily flag that shows delayed orders to the supply chain and warehouse teams.
See the late-delivery analysis
How I got here
At Kerala Ayurveda I started in D2C product ops, where I helped grow daily D2C orders from about 20 to 300. Then I moved to Product Analyst, and in August 2026 to Associate Product Manager. Before that: sales at Samsung and vivo, sales to parents at BYJU’S, and customer insights and growth at Cuemath.
See my experienceSay hello
WhatsApp is the fastest way to reach me: +91 84340 30434. I’m happy to start with a 20-minute call.