Headline

AI Product Manager @ Raga AI | Building AI Agents & LLM products for US Healthcare | 0→1 | Ex-Innovaccer | IIT Kharagpur

About

I build AI-native products for healthcare -> the kind of products that didn't exist 18 months ago and are now real because LLMs and agents made them possible. Right now at Raga AI, I am leading three of them End-to-End for US Healthcare clinics: → A Patient Intake Agent: an EHR agnostic web agent that fills patient data into whichever EHR a clinic uses, replacing manual front-desk data entry. → Patient Pulse: a patient engagement and CMS platform with an AI Scheduling Agent at the core that books, reschedules and cancels appointments by talking to EHR APIs. → A Prior-Authorization platform for biologics: the messy, fax-driven, payer-by-payer workflow that allergy practices lose weeks on every month. We mapped the full Drug × Payer × Indication matrix and shipped AI appeal drafting on top of it. Each of them I've owned from POC → production → scale. The pattern I keep coming back to: pick the workflow people complain about most, build the agent that actually does the work, then make it reliable enough that clinics stop noticing it exists. Before Raga AI, I spent ~3 years at Innovaccer as a Product Manager on Dynamic Patient 360 and pioneered the Life Sciences vertical partnering with Roche on a Clinical Decision Support System. Before that I co-founded an IoT home automation startup out of IIT Kharagpur that made it to the RICE B-Plan finals in Houston. On the side I am building AutoCV.in which is an agentic job application platform where web agents discover, match and submit applications across Greenhouse, Workable, Wellfound and Weekday. It's a bet that the same agent patterns I ship at work will eat a lot of repetitive professional workflows. If you're working on AI agents, healthcare AI or 0→1 products and want to swap notes or hire for the same, my DMs are open. IIT Kharagpur · Integrated BS+MS '20

Location

Bangalore Urban

AI stack

anthropic apis

claude code

elevenlabs

hugging face

kimi

mastra

Work experience

AI Product Manager at RagaAI Inc, Jan 2026 - Present · 10 mos, Bengaluru, Karnataka, India, At Raga AI I own three AI products for US Healthcare clinics, each one a 0 -> 1 build i.e. I have taken from POC to production to scale. The first is a Patient Intake Agent: an EHR agnostic web agent paired with an LLM that fills patient intake data into whichever EHR a clinic runs. I started on a single clinic on a single EHR, then re-architected it into a multi-tenant system with a General + Custom field framework so we could roll it out across clinics running completely different EHRs without forking the codebase. A lot of the work has been the unglamorous reliability stuff that is flaky DOM retries, pop-up handling and getting the LLM to reason through multi-step EHR fields without going off the rails. The second is Patient Pulse, a patient engagement and CMS platform, built specifically for allergy practices. I took it from POC through launch and into early scale (0->1->scale). The core piece is the AI Scheduling Agent, which books, reschedules and cancels appointments via EHR APIs. We ended up selling it as a standalone product because many customers wanted just that piece. Around it sits a self-serve CMS, AI written blogs, 2 - way messaging, Review Intelligence and insights. The third is a Prior-Authorization platform. Allergy PA is brutal: every drug X payer X indication combination has a different form and a lot of it still moves over fax. I took the product from POC to scale out across multiple customers. We built a web agent patient extractor, a Biologics Scheduling Agent, an Auth & Assistance console and a Fax Intelligence Inbox that does OCR plus AI denial classification. We mapped the full Drug × Payer × Indication matrix across biologics which no other PA tool in the market covers allergy at that resolution. Underneath all three: AI agents, LLMs, web agents, EHR integrations and a lot of opinions about where agentic systems break in production.

Founding Product Manager at Kozyclan, Feb 2024 - Nov 2025 · 1 y 9 mo, New Delhi

Product Management at Innovaccer, Jul 2020 - Oct 2023 · 3 yrs 4 mos, Noida, Uttar Pradesh, India, At Innovaccer, I drove the end-to-end product lifecycle for Dynamic Patient 360, leading cross-functional Agile teams to deliver solutions that empowered care managers to access patient data 75% faster and improved clinical workflows. By gathering user feedback, analyzing KPIs, and leveraging design thinking, I launched features that accelerated care team onboarding by 20% and enhanced user experiences for 500+ healthcare providers. I closely partnered with engineering, design, and go-to-market teams to optimize product strategy, bringing measurable impact on platform adoption and user satisfaction.

Product Intern at Innovaccer, May 2019 - Jul 2019 · 3 mos, Noida, Uttar Pradesh, India

Hall President | Radhakrishnan Hall of Residence at Indian Institute of Technology, Kharagpur, Apr 2018 - May 2019 · 1 yr 2 mos, IIT Kharagpur, • Elected by an electorate of 600 students to work in close quarters with esteemed Alumni & Campus student body in undertaking decision on academics and student welfare activities for the student community of 12000 • Leading a hall management committee of 6 General Secretaries, 30 secretaries and 70 Event Captains • Handling a Hall and Mess budget of INR 1.88 Crores, ensuring efficient and transparent fund allocation • Initiated and strategized Hall Development Program worth INR 45 Lakhs for Radhakrishnan Hall of Residence; first such successful initiative undertaken in 10 years • Responsible for representation of the Hall in 45 Inter Hall events distributed over 3 General Championships • Initiated and Chief Editor of 'Souvenir' the annual newsletter of RK Hall circulated among 500+ Alumni • Organized RK Alumni Meet, keeping contact with an alumni base of over 5,000 spread over 65 years of existence

General Secretary, Alumni Affairs & Hall Development | Radhakrishnan Hall of Residence at Indian Institute of Technology, Kharagpur, May 2017 - May 2018 · 1 yr 1 mo, IIT Kharagpur, • Responsible for assessing needs of the Hall & it’s boarders and accordingly planning & strategizing fund raiser for various Hall renovation and development. • Devised Yearlong timeline & strategized fund raisal campaigns to raise an Alumni Fund of INR 24.47 Lakhs for hall renovation • Head of RK Alumni cell: increased the reach of RK hall on all social media platforms by 137% - 200% • Initiated and Chief Editor of Souvenir the annual newsletter of RK Hall circulated among 500+ Alumni worldwide • Responsible for publicity & branding of RK hall through various offline media like publishing annual RK newsletter which is circulated between 50000+ alumni.

Project Manager | Smart Energy Management System | SRIC IIT Kharagpur at Indian Institute of Technology, Kharagpur, Dec 2016 - Oct 2017 · 11 mos, India, Project: Smart Energy Management System Minimizing electrical consumption of IIT Kharagpur by automating various residential and educational buildings by developing IoT based products. Overview: • Phase1: Installing smart switch modules in 10 hostel rooms for rigorous testing; development of Wireless MCB controller • Phase2: Installation of Smart Switch Module in 74 hostel room and installation of Wireless MCB Controller in 12 classrooms Achievements: • Designed research and implementation road map by applying process quality control & failure modes effect analysis techniques. • Led a team of 10 IIT Interns for production, assembly, inventory management & deployment of switch modules & MCB controller • Successfully saved INR 1.8 Lacs from the allocated budget of INR 14 Lacs through minimizing production scraps and reworks

Co-Founder at Alive Home, Nov 2016 - Apr 2018 · 1 y 5 mo, IIT Kharagpur, Alive Home is an IoT based home automation startup founded by 5 undergraduate student of IIT Kharagpur. • Presented product pitch to IIT Kharagpur and successfully raised a fund of Rs 14 Lakhs for Smart Switch Board pilot project • Designed implementation roadmap and executed pilot project for installation of Smart Switch Board in 75 room in IIT Kharagpur • Led a team of 10 IIT Kharagpur Interns for production, assembly, inventory management & deployment of Alive Home product • Responsible for business operations, marketing and branding, recruitment of employees, competitions and PR activities

Education

5 Yr Integrated, Indian Institute of Technology, Kharagpur

High School, science, Maha Rishi Vidya Mandir School