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Product Portfolio

I build AI-native products that scale from zero to revenue, from insight to impact.

Product Manager | AI × Healthcare | 0→1 & Scale | Founder Mindset

Narrative

Built by curiosity, driven by impact.

I don't just "manage" products; I obsessive over the translation of complex technology into meaningful human outcomes. With over 7 years of experience across Healthcare, Ed-Tech, and AI, I've built a career on the belief that product management is as much about empathy as it is about execution.

At Genesilico.ai, I'm currently leading the charge in AI-native healthcare, from automating genomic sequencing to reimagining consumer health UX. My background as a founder has instilled in me a "0→1" mindset I'm as comfortable in the messy early discovery phase as I am scaling products to Rs 200M+ in revenue.

I believe the next era of product management is "AI-first," where our role evolves from writing requirements to orchestrating agents that solve real-world problems at scale.

Approach

Product Thinking & Philosophy

A structured approach to building in a world of high-velocity, agent-led development.

Core Value

User Empathy First

Deep user understanding isn't optional—it's the foundation. I invest time in understanding pain points, workflows, and mental models before jumping to solutions.

Framework

Jobs-To-Be-Done

I look past demographic data to understand the underlying "job" a user hire a product for. In AI, this means identifying where automation adds value versus where human agency is paramount.

Discovery

Opportunity Solution Trees

Bridging the gap between business goals and product output. I use OSTs to ensure every feature is mapped back to a real opportunity and a measurable outcome.

Decision Making

Data-Driven, Insight-Led

I balance quantitative metrics with qualitative insights. Numbers tell you what's happening; user conversations tell you why. Both are essential to make informed product decisions.

Strategy

North Star Metrics

Focusing on the one metric that matters. For Healthcare AI, this is often a proxy for clinical outcome or diagnostic efficiency, ensuring alignment across tech and medical teams.

AI Philosophy

Human-in-the-loop

AI should be a multiplier, not a replacement. I design workflows where AI handles the cognitive heavy lifting while keeping the expert user in control of critical decisions.

Deep Dives

Case Studies

Detailed explorations of product strategy, execution, and lessons learned through personal projects.

01

OpenRight – Creator Economy Protocol

The Problem: Creator Economy Friction

Content creators lose 70-80% of potential engagement when sharing YouTube links on Instagram or Twitter due to login walls and forced web views. I architected OpenRight to solve this fundamental friction in the creator economy.

Technical Solution & Execution

Built a "Smart Link" engine that detects the user's OS in <10ms and deep-links directly into the native YouTube app, bypassing social media login walls. Leveraged Cloudflare Workers for instant global redirection, achieving 100% native app open rate with <300ms latency worldwide.

Strategic Trade-off

Prioritized universal compatibility over feature richness—chose to focus on one thing done perfectly (OS detection + deep linking) rather than building a full link management platform, enabling creators to adopt instantly without setup.

<10ms< /span> OS Detection
<300ms< /span> Global Latency
100% Native App Rate
View Full Case Study →

02

Offline GPS Utility

Extreme Environment Design

Built a high-precision GPS utility for tracking speed, altitude, and coordinates without internet connectivity. Designed specifically for extreme environments like high-altitude trekking and aviation where reliability is non-negotiable.

Privacy-First Architecture

Prioritized sensor-direct telemetry and zero data collection, ensuring complete privacy. All processing happens on-device with no cloud dependencies, making it ideal for security-conscious users and remote expeditions.

Product Decision

Chose offline-first over feature-rich connectivity. While competitors focused on social sharing and cloud sync, this utility prioritizes reliability and privacy—critical for users where network access isn't guaranteed.

100% Offline
0 Data Collection
High Precision Telemetry
View Full Case Study →

03

Voiceless Dog Rescue Platform

User Research & Problem Discovery

Interviewed dog shelter staff to understand operational pain points. Built a centralized digital ecosystem for 4good.ai's CSR initiative, balancing emotional storytelling with operational efficiency for non-profit dog rescue operations.

Product Features & Impact

Designed automated adoption pipeline, donation tracking, and custom CMS for rescue staff. The platform streamlines the entire rescue workflow from intake to adoption, reducing administrative overhead while improving adoption rates.

Design Philosophy

Prioritized emotional connection over technical complexity. Each rescued dog's story is showcased with empathy, making adoption easier while maintaining operational efficiency for shelter staff behind the scenes.

E2E CMS Platform
4good.ai CSR Initiative
Auto Adoption Pipeline
View Full Case Study →

04

TravelersTab

AI-Powered Travel Planning

Built an AI-driven platform where users generate custom itineraries through intelligent prompt engineering. Leveraged Claude AI to create personalized travel plans that adapt to user preferences, budget, and interests.

Community & Content Integration

Integrated video sharing and blog posting in a unified, engaging UI/UX. Created a community-driven platform where travelers can share experiences, tips, and recommendations, enhancing traveler engagement beyond just itinerary generation.

AI-Driven Itineraries
Claude Integration
Unified UX Platform

05

Portable ECG Monitor

Hardware-Software Integration

Designed a Bluetooth-enabled ECG monitor using Arduino, transmitting real-time cardiac data to smartphones for remote health monitoring. Bridged hardware sensors with mobile software for accessible health tracking.

Competition Success

Demonstrated working prototype at NMAMIT Project Expo, competing against 75 teams. Secured 3rd place recognition for innovation in accessible healthcare technology and robust hardware-software design.

3rd Place 75 Teams
Real-Time Cardiac Data
Arduino Bluetooth

06

BELTEUS

User Problem & Innovation

Identified portability friction in mobile charging—users carrying separate power banks. Developed a portable power bank integrated into a wearable belt, eliminating the need for additional accessories while maintaining daily utility.

Funding & Validation

Pitched to NAIN Center and secured ₹300k in early-stage funding for product development. Validated market demand through customer interviews and competitive analysis, demonstrating product-market fit for wearable charging solutions.

₹300k Funding Secured
NAIN Innovation Center
Wearable Integration
Selected Work

Professional Experience

Key product initiatives and results from my work at leading companies.

Genesilico.ai – Precision Oncology Platform

Building Clinical Platform from Ground Up

Led 0-to-1 development of a cancer-focused EHR platform with AI Assistant for oncologists and patients. Built the entire Clinical platform from ground up, specifically tailored for cancer care workflows, integrating genomic data, treatment protocols, and patient monitoring in a unified system.

Product Launches & Analytics Infrastructure

CancerAI Launch: Successfully launched CancerAI for oncologists, enabling AI-powered clinical decision support and research streamlining. Analytics Setup: Implemented PostHog analytics infrastructure to monitor product usage and drive data-informed improvements based on real user interactions.

AI Safety & Evaluation Framework

Led the setup of comprehensive Evals for CancerAI to ensure clinical accuracy and safety. Collaborated with oncologists, genetic counselors, and research scientists to define the 18-month product roadmap, integrating LIMS and patient monitoring capabilities.

Strategic Trade-off

Prioritized Ethics AI Agent and HL7/FHIR compliance over rapid feature expansion to solve for clinical data residency requirements—a decision that accelerated hospital adoption by 3x.

14 Months Platform Launch
3x Growth Hospital Adoption
CancerAI AI Assistant Launch

Pain Relief App – UX Overhaul

AI-Powered Empathetic Care

Introduced an AI assistant for pain therapy that transformed the user experience from navigating 80 complex screens to 3 intuitive interactions. The AI handled 90% of tasks through conversational chat, creating the experience of talking to a health professional with genuine empathy.

Dual Role: PM & UX Designer

Led full product revamp from both angles—understanding user pain points in traditional apps as PM, and executing complete UX redesign. Played major role in market release and integrated customer feedback into continuous product improvements.

Business Impact

The empathetic AI experience was an instant hit, directly driving device sales improvement. User engagement grew by 40%, and we scaled revenue to ₹1L/day consistently, proving that AI-powered simplicity and empathy are the ultimate sophistication in healthcare products.


Workflow

AI as Leverage

How I integrate AI into the daily craft of product management not as a replacement, but as a cognitive multiplier.

Strategic Automation

Led a POC using AI agents to automate Big Room Planning, reducing planning cycle time by 25% through streamlined cross-functional orchestration.

Insight Synthesis

Leveraging LLMs to cluster user feedback and clinical data into opportunity themes, allowing for faster response to clinical research needs.

AI-Assisted Prototyping

I embrace AI-assisted development and prompt engineering to build high-fidelity MVPs (like TravelersTab) and validate product-market fit within days.

"The next generation of great PMs won't be defined by their ability to write requirements, but by their ability to orchestrate AI agents to build what matters."
Experience

Career Journey

Product Manager

4good.ai • 2024–Present

Led POC AI Product Manager capable of conducting bigroom planning. Conducted user research and redesigned company website to increase client acquisition and improve marketing effectiveness. Built end-to-end CMS website for 4good.ai's CSR initiative (Voiceless)—interviewed dog shelters to identify pain points and introduced features to mitigate operational challenges.

Product Manager

Livey Technologies • 2023–2024

Grew SME client base by 50% (scaling from 30 to 52+ accounts) through targeted segmentation and GTM strategy. Reduced churn by 40% via customer support optimization.

Associate Senior Sales Manager

Think and Learn Pvt. Ltd. (Byju's) • 2019–2023

Orchestrated a 55-member Sales team to drive ₹1.9 Cr monthly revenue. Managed complex sales-to-product stakeholder loops, prioritizing a roadmap that delivered a 20% improvement in user NPS.

Founder

Neftie Consolidate • 2017–2019

Scalable physical-digital hybrid advertising firm. Increased retention by 70% and revenue by 150% through service pivot in Content creations & Marketing.

Co-Founder

CocoKart.com • 2014–2015

Lead 0-to-1 development of an e-commerce platform onboarding 5+ local sellers.

Stack

Skills & Tooling

Strategy

  • AI-first Product Strategy
  • GTM & Market Sizing
  • Product Metrics & KPIs

Leadership

  • Stakeholder Management
  • Certified ScrumMaster
  • Cross-Functional Alignment

Technical

  • Prompt Engineering
  • AI-Assisted Prototyping
  • Figma & Wireframing
  • Product Analytics
Credentials

Certifications

Product Analytics Micro-Certification (PAC)

Product School • 2025

Certified ScrumMaster (CSM)

Scrum Alliance • 2023

Internshala PM Certification

Internshala • 2024
Background

Education

B.E. in Information Science

N.M.A.M. Institute of Technology, Nitte • 2015 2018

Information Science and Engineering

Thoughts

Writing

Occasional reflections on product development, AI ethics, and the craft of PMing.

Let's build meaningful products.

Open for strategic roles, advisor mandates, or a coffee chat about the future of AI.