Mumbai, India · Product Manager
Niraj Kumar.
Product manager building
AI products in fintech, insurance, and legaltech.
7+ years building B2B SaaS across fintech, insurance, and legaltech. Co-founded two ventures bootstrapped from zero: Inbooks, a B2B fintech that scaled to 50+ paying businesses and $50K+ in revenue within 6 months, and Legex, an AI legaltech that reached the YC W19 final round and was acquired in Mar 2022. Now leading partnership products at PB Health, the insurance-led venture of Policybazaar (India's largest insurance aggregator).
Now
May 2026.
- Building at PB Health: wiring care programs into insurance and partner journeys across HDFC, ABHI, Star Health, PharmEasy, Docprime, and Policybazaar.
- Shipping InboxLens on the side: a Gmail tracking + AI compose toolkit with edge-served open analytics, automated follow-ups, and inline cal.com booking. Live at nirajkr.com/inboxlens.
- Open to senior PM roles in fintech, insurance tech, and legaltech, and in B2B SaaS more broadly. Remote, or relocation to UK, EU, US, UAE, or AU. Pricing, packaging, partnerships, or platform work get bonus points. Book a slot to chat.
01 · About
How I got here.
I started in product the long way around, co-founding two parallel B2B SaaS ventures from zero. Inbooks was a B2B fintech (bookkeeping plus in-house CFO services) that scaled to 50+ paying businesses and $50K+ in revenue within 6 months, while I owned pricing, packaging, and a 10 to 15% revenue-share partner program. Legex was an AI legaltech: a semantic search engine over Indian case law and statutes that cut legal research time by 2.5 days per case, scaled to $120K+ in revenue, and made it to the final interview round of Y Combinator W19. Legex was acquired in March 2022, and I moved into full-time product work that May.
Today I lead partnership products at PB Health, the $218M-funded venture of Policybazaar, India's largest insurance aggregator. I spend most days at the seam between an insurance ecosystem and the products built on top of it: shipping onboarding flows that move conversion, wiring programs into partner journeys across insurers like HDFC, Aditya Birla, and Star Health, and looking for the smallest change that unlocks the largest outcome. On the side I'm building InboxLens, a Gmail tracking and AI compose toolkit. I'm a builder who's comfortable in a PRD, a Figma file, and a codebase, and I think the best PMs are the ones who can hold the whole stack in their head at once.
02 · Experience
Seven years, four roles, two acquisitions.
PB Health · Product Manager, Partnership Products (Preventive Care)
$218M-funded insurance-led venture of Policybazaar (India's largest insurance aggregator); PB Fintech group
Aug 2025 – Present
Building partnership products at the seam between Policybazaar's insurance ecosystem and the care programs delivered on top of it; PB Health acquired Fitterfly in Aug 2025.
- Own the commercial layer of partnership products: monthly revenue scaled from $36K to $60K in 2 months (67% growth) by redesigning partner onboarding, repricing the upsell flow, and tightening integrations.
- Lead multi-stakeholder enterprise rollouts across 6 partners: HDFC, Aditya Birla Health Insurance (ABHI), Star Health, PharmEasy, Docprime, and Policybazaar. Configurable per-partner onboarding flows, joint commercials, and shared retention metrics.
- Lifted user onboarding conversion by 30% through ops-process redesign and communication-flow overhaul; defended the revenue case to senior leadership before engineering build started.
- Drive lifecycle engagement and retention via MoEngage and CleverTap: notification orchestration, segmentation, and behavioural cohorting.
- Integrate Fitterfly's care programs into PB Health's wider insurance ecosystem and partner journeys, packaged as value-added benefits inside insurer offerings.
BeyondChats · Product Advisor & Mentor
AI platform automating clinic day-to-day operations; concurrent advisory engagement
Jan 2026 – Present
AI-native operations platform so doctors can focus on treatments rather than ops.
- Advise on product roadmap and 0-to-1 launch priorities for the clinic-operations platform.
- Mentor the PM team on PRD structure, pricing experiments, and partner integrations.
Fitterfly · Product Manager II
Series A digital-therapeutics startup ($12M, ~120 employees); acquired by PB Health in Aug 2025
May 2022 – Aug 2025(3 yrs 3 mos)
Configurable B2B SaaS sold largely through insurers, with multi-stakeholder rollouts (insurers, employers, end-users, coaches) and an insurance-led acquisition channel.
- Launched the in-app Store MVP, Fitterfly's first direct-purchase upsell surface: shipped pricing and packaging for 4 program tiers, generating $48K+ in revenue within 6 months of rollout with coach-led ARR held flat.
- Owned end-to-end product lifecycle for the Prime program (discovery, PRD, GTM): commercial sizing, pricing, and launch; lifted program sales by 10%.
- Designed and shipped a custom B2B partner PWA: configurable onboarding journeys for insurance partners; onboarded 10,000+ policyholders monthly.
- Led design and 0-to-1 launch of the DTx (Digital Therapeutics) backend platform, a configurable workflow product across 4 internal stakeholder roles; reduced coach handling time by 50%.
- Designed the Therapy Design Engine: a coach-less, adaptive intervention system that extended program reach beyond the high-touch coaching segment, opening a lower-cost commercial tier.
- Built in-app feedback flows that reshaped how the team understood and prioritised user needs.
Legex & Inbooks · Co-founder, Tech & Product
Two parallel B2B SaaS ventures bootstrapped from zero; Legex (legaltech) acquired by Sublime Consulting in Mar 2022
Jan 2019 – Mar 2022(3 yrs 2 mos)
Two parallel B2B SaaS ventures bootstrapped from zero: Legex (AI legaltech) and Inbooks (bookkeeping + in-house CFO services). YC W19 final-round finalist (top 5% of 10,000+).
- Co-founded and led Inbooks as PM, a B2B fintech: bookkeeping + in-house CFO services platform with partner-led distribution at a 10 to 15% revenue-share program. Owned pricing, packaging, build-vs-buy on each integration, and the commercial reasoning behind every feature shipped. Scaled to 50+ paying businesses and $50K+ in revenue within 6 months.
- Co-led product on Legex, a parallel AI-powered legal search engine (semantic search and ranking over Indian case law and statutes): cut research time by 2.5 days per case and bootstrapped to $120K+ in revenue within 24 months at 3% MoM MRR growth.
- Selected among the top 5% of 10,000+ startups for the Y Combinator W19 final interview round.
- Built internal automation tools for legal documentation and compliance, reducing service turnaround by 30%.
- Scaled the combined team to 8 engineers and 13 interns before acquisition.
Keysight Technologies · Angular Fullstack Developer
Jan 2019 – Aug 2019
PathWave electronic-design automation platform. Concurrent with the early bootstrapping of Legex.
- Contributed to the PathWave end-to-end automation framework for components and plugins.
- Built PathWave Foundation PVP verification and IPC connectivity for plugin-to-plugin communication.
- Set up Jenkins CI/CD with Kubernetes-based container orchestration.
Earlier internships · Software Developer, Research Intern
2016 – 2017
Pre-Legex internships across consumer software and defence research.
- Software Developer, Debox Design (2017): built a cross-platform React Native app with a Google Assistant action to help students manage attendance.
- Research Intern, DRDO ISSA Lab (2016): used computer vision and linear algebra (Python) to compute optimal radar placement for max bomb-area coverage.
03 · Case studies
Product thinking, written up.
Product write-ups across fintech, insurance, legaltech, content, and ops, including the AI legal search engine I co-founded at Legex. Each one walks through the problem, the user, and the call I'd make.
04 · Education
Education.
Jul 2022 – Jan 2023
Masters' Union School of Business
Program in Product Management · Gurgaon, India
Cohort of 60 PM students. All-Rounder award; 1st place at Nationwide Startup Weekend (built SODASHI); 2nd place at Internal Startup Weekend (built TRIAL ROOM).
2015 – 2017
Delhi University, Cluster Innovation Centre
B.Tech, Information Technology & Mathematics · Delhi, India
Score: 74%.
2020
Y Combinator Startup School
Startup School · Online
Finalist for the YC Seed Fund (Lexeg / Legex). Engaged with 50+ ventures and YC alumni for peer consulting.
05 · Side projects
Hackathons, research, and the things I built for myself.
TRIAL ROOM
Metaverse platform for job selection
2nd place, Internal Startup Weekend (16 teams) at Masters' Union.
- Metaverse
- HR-tech
- Pitch deck
3D-Printed Prosthetic Limbs
IoT-enabled prosthetics, $90K DU-funded research
Delhi University funded research project on IoT-enabled prosthetic limbs.
- Hardware
- IoT
- Research
06 · Skills
What I bring to the table.
Domains
- Fintech (bookkeeping, CFO, payments)
- Insurance tech (partner journeys, onboarding)
- Legaltech (semantic search over case law)
- Regulatory & compliance workflows
- Revenue-share & partnership models
Product
- 0-to-1 Product
- PRD / GTM
- Roadmapping
- Stakeholder Management
- Wireframing
- Prototyping
- Business Model Innovation
Commercial
- Pricing & Packaging
- Upsell / NRR Mechanics
- Build-vs-Buy
- Commercial Reasoning in Roadmap
- Multi-Stakeholder Integration
- Partnership Mechanics
AI / ML product
- LLM-product patterns (RAG, prompts, evals)
- Semantic search & NLP
- ML-assisted user workflows
- AI-assisted product development
- Claude Code
Tools
- Jira
- ClickUp
- Notion
- Fibery
- Slack
- Figma
- Mixpanel
- Metabase
- Google Analytics
- MoEngage
- CleverTap
Engineering
- Python
- React.js
- Angular
- GraphQL
- Node
- Tailwind
- AWS
- Docker
- Kubernetes
- Git
- Jenkins
07 · Recognition
Awards, hackathons, research.
2015
1st Place, Hack-the-Website Challenge
IIT Delhi Hackathon
2015
2017
1st Place, Embedded Systems / Line-Following Robot
LNMIIT Jaipur Techfest
2017
2022
1st Place, Nationwide Startup Weekend
Masters' Union (8 teams) · Built SODASHI
2022
2023
All-Rounder award
Masters' Union, cohort of 60 PM students
2023
2019
YC W19 Finalist
Top 5% of 10,000+ startups · Lexeg / Legex
2019
2022
2nd Place, Internal Startup Weekend
Masters' Union (16 teams) · Built TRIAL ROOM
2022
2017
3rd Place, Robotics Design (LFR + football-playing robot)
CIC Techfest
2017
2016
3rd Place, System Vulnerability Checks
Hansraj College
2016
08 · Contact
Let's talk.
Open to senior PM roles in fintech, insurance tech, and legaltech, especially where partnerships, lifecycle, or platform thinking are involved.
Pick a time