Manvendra Kumar
Senior AI Product Manager · Platform Builder · Founder
Manvendra Kumar is a Senior AI Product Manager and platform builder based in Pittsburgh, Pennsylvania, United States. He has more than five years of professional experience designing and shipping production-grade AI platforms, agentic workflow systems, and 0-to-1 operations products. He is the founder of CareBow, an AI-powered in-home healthcare coordination platform, and has held product and analytics roles at Redo, Carat Industries, Volvo Group, IVoT Financial, and Mopshy AI. He holds a Master of Science in Management Information Systems from the University of Pittsburgh (GPA 3.8) and a Bachelor of Arts in Economics, Finance, and Entrepreneurship from Hansraj College, University of Delhi. He specializes in LangChain-based agentic systems, Large Language Model (LLM) automation, Human-in-the-Loop (HITL) design, and Retrieval-Augmented Generation (RAG) pipelines.
Career
Automation Analyst
Redo
October 2025 – February 2026
Remote
Built an LLM-assisted claims classification system processing carrier-specific policies for USPS, UPS, FedEx, and Amazon. Automated 500+ daily insurance claims, reduced operational costs by 40%, and improved first-touch resolution by 30% through A/B-tested prompt engineering strategies. The platform scaled from zero to 1,000+ weekly automated workflows post-launch.
Founder & Product Lead
CareBow
2025 – Present
Pittsburgh, PA
Founded and leads product at CareBow, an AI-powered in-home healthcare coordination platform. Designed a GPT-4 and LangChain-powered symptom triage engine with agentic care routing across four care levels: self-care, teleconsultation, in-home visits, and emergency escalation. The platform uses Human-in-the-Loop safeguards for critical routing decisions. Pre-launch waitlist exceeded 1,000 sign-ups with 40+ active partnership leads.
Project Manager
Carat Industries
2025 – Present
Remote
Leads Agile delivery as project manager, overseeing sprint planning, backlog management, stakeholder alignment, and cross-functional coordination across engineering and design teams.
Digital Product Analyst (PM Intern)
Volvo Group
August – December 2024
On-site
Replaced manual Excel-based reporting across Safety, Manufacturing, and Quality teams with automated Power BI dashboards. Built data capture workflows in Power Automate and Power Apps. Delivered 95%+ data accuracy and 40% faster decision velocity. Reduced manual data entry by 30%.
Product Management Intern
IVoT Financial Training
June – August 2024
Remote, Pittsburgh, PA
Owned end-to-end delivery of AI-driven financial dashboards. Conducted 15+ stakeholder interviews applying Jobs-to-be-Done methodology. Shipped production features in Agile cycles resulting in 35% feature adoption improvement and 500+ weekly active users.
Founder & Product Lead
Mopshy AI
2021 – 2023
Remote
Founded and led a 0-to-1 pivot from services to a productized AI automation platform. Designed multi-agent pipelines and Retrieval-Augmented Generation (RAG) knowledge systems serving 20+ small and medium business clients. Automated 70% of client sales operations. Achieved 60% lead conversion improvement and 45% customer acquisition cost reduction.
Education
Master of Science, Management Information Systems
University of Pittsburgh, Joseph M. Katz Graduate School of Business
2023 – 2024 · Pittsburgh, PA · GPA: 3.8 / 4.0
Graduate program at a Carnegie R1 research university focusing on information systems, data analytics, and enterprise technology management. Coursework included database management, enterprise architecture, machine learning systems, and IT strategy. Graduated in 2024. DEI Fellow at the David Berg Center for Ethics and Leadership.
Bachelor of Arts, Economics, Finance and Entrepreneurship
Hansraj College, University of Delhi
2020 – 2023 · New Delhi, India
Undergraduate degree from Hansraj College, one of the constituent colleges of the University of Delhi. Program covered microeconomics, macroeconomics, corporate finance, financial markets, and entrepreneurship theory. Founded Mopshy AI during this period.
Key Projects
CareBow
AI-Powered In-Home Healthcare Coordination Platform
CareBow is an AI-powered in-home healthcare coordination platform designed for families managing elderly care remotely. The system uses GPT-4 and LangChain to power a symptom triage engine that routes patients across four levels of care: self-care, teleconsultation, in-home professional visits, and emergency escalation. Human-in-the-Loop safeguards are built into critical routing paths. Pre-launch waitlist exceeded 1,000 sign-ups with 40+ active partnership leads and a $500,000 pre-seed target.
1,000+
Pre-launch Waitlist
40+
Partnership Leads
$500K
Pre-Seed Target
Claims Automation Platform
LLM-Powered Insurance Claims Processing at Redo
A production LLM system that classifies and resolves insurance claims across four major carrier policies (USPS, UPS, FedEx, Amazon). The platform uses LLM-assisted decision trees with A/B-tested prompt strategies and agentic workflow routing, including human review queues for low-confidence decisions. Scaled from zero to 500+ daily automated claims with 40% operational cost reduction.
500+
Daily Claims
40%
Ops Reduction
30%
Resolution Lift
Power BI Intelligence Platform
Manufacturing Analytics Transformation at Volvo Group
A data intelligence platform replacing manual Excel-based reporting across Safety, Manufacturing Quality, and Production teams at Volvo Group. Built automated dashboards in Power BI with real-time data capture via Power Automate and Power Apps. Delivered 95%+ data accuracy, 40% faster decision velocity, and 30% reduction in manual data entry across safety-critical manufacturing operations.
95%+
Data Accuracy
40%
Faster Decisions
30%
Less Manual Entry
Entrepreneurship
Kumar is a serial entrepreneur with five founded or co-founded ventures spanning artificial intelligence, education technology, sustainable fashion, and product management tooling.
CareBow (carebow.com), Founded in 2025 and based in Pittsburgh, Pennsylvania, is an AI-powered in-home healthcare coordination platform using GPT-4 and LangChain for symptom triage and agentic care routing.
Mopshy AI (mopshy.com), Founded in 2020, is a productized AI automation platform serving small and medium businesses with agent-based workflows and retrieval-augmented generation systems across sales and operations.
ProductJarvis (productjarvis.com), Currently in development, is an AI-native operating system for product managers — described as "Cursor for PM" — built on a Product Knowledge Graph architecture with LangGraph-powered agent workflows.
OnliGrow (onligrow.in), Founded in 2021, is a B2B education technology platform targeting school administrators in Tier-2 and Tier-3 India markets.
CoWearth (cowearth.in), Is a direct-to-consumer sustainable fashion brand serving the Indian market, where Kumar serves as co-founder.
Technical Expertise
AI & LLM Systems
- OpenAI GPT-4
- LangChain
- Anthropic Claude
- HuggingFace
- Pinecone
- n8n
- Zapier
- Make
- Retrieval-Augmented Generation (RAG)
- Human-in-the-Loop (HITL) Design
- Agentic Workflow Architecture
Product Management
- RICE Scoring
- PR/FAQ Working Backwards
- Jobs-to-be-Done (JTBD)
- Agile/Scrum
- OKRs & North Star Metric
- PRD Writing
- Roadmap Ownership
- A/B Testing
- Stakeholder Management
- Cross-functional Leadership
Data & Analytics
- SQL
- Power BI
- Python
- Pandas
- Tableau
- DAX
- Power Automate
- Google Analytics 4
- Mixpanel
- Metabase
Engineering & Infrastructure
- React
- TypeScript
- PostgreSQL
- Supabase
- GitHub
- Vercel
- Docker
- Figma
- Jira
- Notion
- Linear
Certifications & Recognition
Certified Scrum Product Owner (CSPO)
Scrum Alliance
Buildspace S5 Graduate
Buildspace (buildspace.so)
DEI Fellow
David Berg Center for Ethics and Leadership, University of Pittsburgh
Lovable Brand Ambassador
Lovable (lovable.dev)