Hey! I'm Jar — Manvendra's AI sidekick. Want me to show you around?

SENIOR AI PRODUCT MANAGER · 5+ YEARS · PITTSBURGH, PA

I Build AI Platforms
That Ship to
Production.

Senior AI PM and serial founder — I build platforms that ship to production and companies that scale from zero. 5 ventures across healthcare AI, edtech, AI automation, and PM tooling. Currently at Redo (500+ daily claims automated) and building CareBow, ProductJarvis, and Mopshy AI simultaneously.

Open to Senior PM Roles · STEM OPT thru Feb 2028

Previously shipped with

REDOCarat IndustriesVolvo GroupIVoT FinancialMopshy AIOnliGrowREDOCarat IndustriesVolvo GroupIVoT FinancialMopshy AIOnliGrowREDOCarat IndustriesVolvo GroupIVoT FinancialMopshy AIOnliGrow
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Years of

Platform Builds

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Daily Claims

Automated

0%

Ops Reduction

Achieved

0K+

Monthly AI

Interactions

MK
CSPO CertifiedMS MIS, PittFounderBuilder

About

Not a consultant.
A builder.

I'm a Senior AI Product Manager with 5+ years of experience owning platforms from discovery to production — across healthcare AI, LLM automation, manufacturing intelligence, and fintech.

At Redo, I took a claims automation platform from zero to 500+ daily processed claims — designing LLM decision logic, writing carrier-specific PRDs, and shipping agentic workflows with human-in-the-loop safeguards.

At Volvo Group, I replaced fragmented Excel ops with automated Power BI intelligence, cutting decision cycles by 40%.

Right now, I'm building CareBow — an AI-powered in-home healthcare coordination platform — while open to senior PM roles at AI-native companies that want someone who has actually shipped, not just advised.

I don't consult. I own the build.

Read My Full Story

FOUNDER TRACK

Also a Serial Founder

5 companies built. 4 active. Multiple industries.

Healthcare AI · EdTech · AI Automation · PM Tools · Sustainable Fashion

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Why Me?

Three things that set me apart

🔨

I ship to production

Not slides. Not prototypes. Agentic workflows running at 1,000+ weekly operations, LLM systems that handle real carrier policies, dashboards that replaced broken Excel across Fortune-500 ops.

🧠

I think in full stacks

I understand LangChain agent loops, vector databases, prompt optimization, and A/B testing — which means I write PRDs that engineering can build, and I catch risks before they become incidents.

🚀

I own the whole journey

Discovery → prioritization → sprint execution → release readiness → post-launch analytics. I've led 12-person cross-functional teams and solo-built 0-to-1 platforms.

My Approach to Building Products

I operate at the intersection of product strategy and technical execution. My process starts with deep user discovery, moves through rigorous prioritization using frameworks like RICE scoring and Jobs-to-Be-Done, and culminates in production-grade systems that handle real-world load. I believe that the best product managers understand the technology deeply enough to make informed tradeoff decisions, challenge engineering estimates with empathy, and recognize when a simpler architecture will serve users better than an impressive one.

What makes my work different is the founder mentality. Having built five companies from scratch, I approach every product decision with ownership thinking. I do not hand off ambiguity to the next person in the chain. I resolve it. Whether that means writing SQL queries to validate a hypothesis, building a prototype in React to test an interaction pattern, or drafting the operational playbook for the support team, I do whatever moves the product forward fastest. Explore my case studies, toolkit, and mental models to see this in practice.