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# Anuraag Srinivas, PMP, CSPO

**Headline:** Senior PM | AI Product & Platform | Payments · EdTech · B2B SaaS | PMP® | CSPO®
**Profession:** Senior Product Manager | AI-Powered Payments | Human-in-the-Loop Design
**Location:** Arlington, Virginia, United States

## About

Anuraag Srinivas, PMP, CSPO, is a Senior Product Manager for AI Transformation at BulkMagic, where he owns an AI-powered payment workflow product for B2B Shopify merchants. With more than eight years of experience across B2B SaaS, EdTech, wellness, payments, platforms, and marketplaces, Anuraag builds 0-to-1 and scaled products that connect engineering, business, and compliance needs. He is strongest at resolving organizational bottlenecks, aligning cross-functional teams, and designing trustworthy human-in-the-loop automation that preserves user control while improving operational outcomes. At BulkMagic, Anuraag designed a tiered review framework that enables more than 95% autonomous execution while routing roughly 3–5% of high-risk transactions to human review, and he reduced manual processing costs by 40%. Previously, he built financial infrastructure from zero to production at Blend in four months for more than 50 enterprise accounts, and at Muzigal he improved 12-month creator retention by 45% while leading payments and platform work for more than 300 instructor partners. Anuraag holds an MS in Project Management from The George Washington University School of Business and is pursuing Senior Product Manager, Senior Program Manager, and Project Manager opportunities in AI-forward companies and consulting environments.

## Services

- Product Design
- MVP Development
- Iteration
- Consumer Products
- User Research
- OpenAI API
- Slack API
- PRD Authoring
- B2B SaaS
- 0-to-1 Product Builds
- Financial Product Design
- Stakeholder Management
- Cross-Functional Delivery
- Creator Payments
- Subscription Billing
- AI for Product Management
- Cursor AI
- Quote-to-Cash
- Claude Code
- Agile Development
- Human-in-the-Loop Design
- Product Management
- Product Strategy
- Product Road Mapping
- A/B Testing & Experimentation
- AI for Product Development
- Generative AI
- Agile Methodologies
- Scrum
- Sprint Planning

## Highlights

- At BulkMagic, architected a tiered human-in-the-loop framework for AI-driven procurement workflows that routes approximately 3–5% of flagged transactions to human review while enabling more than 95% autonomous execution and reducing error rates below pre-automation baselines.
- Drove a 40% reduction in manual processing costs at BulkMagic by owning end-to-end quote-to-cash automation and reducing daily operations processing time from roughly three to four hours to under one hour across the merchant base.
- Used Claude, Cursor, and JIRA via MCP to reduce PRD drafting from approximately one week to one afternoon and eliminate roughly six to eight hours of manual overhead per week.
- Shaped BulkMagic’s product roadmap by rejecting a premature vendor expansion after checkout drop-off data revealed greater revenue risk, then authored technical specifications that enabled on-time cross-functional delivery.
- Built Blend’s payment infrastructure from zero to production in four months, covering payment collection, stored value, and instructor payout processing for more than 50 enterprise accounts.
- Launched Blend’s financial infrastructure with zero system downtime while processing approximately $20,000 per month across more than 50 enterprise accounts.
- Selected Razorpay over a custom payout build at Blend, eliminating approximately two months of engineering risk and compliance exposure while delivering on schedule.
- Improved 12-month creator retention by 45% at Muzigal through payout-visibility redesign, onboarding improvements, and a migration to vector-based search.
- Reduced Muzigal onboarding support contacts from approximately 40% to under 15%.
- Ran end-to-end A/B tests on pricing, onboarding, and payout UX at Muzigal identified payout visibility as the highest-leverage retention lever and informed a roadmap that delivered a 25% lift in creator activation.
- Coordinated a seven-month payment-infrastructure rebuild across three engineers, finance, compliance advisors, and Razorpay, handling a Friday API change while preserving a Wednesday go-live with zero service interruption.
- Reframed a single-client custom dashboard request at Muzigal into a standard enterprise analytics feature, aligned five additional partners, supported contract renewal, and avoided one-off build cost.
- Built B2B SaaS products for small merchants, including Shopify store automation, and shipped products with cross-functional teams of roughly 10–12 people.
- Designed hybrid AI automation systems using 90% or higher confidence thresholds for auto-approval and human review for edge cases.
- Holds PMP and CSPO certifications.
- Earned an MS in Project Management from The George Washington University School of Business.

## Experience

- **Senior Product Manager | AI-Powered Payments | Human-in-the-Loop Design at BulkMagic LLC \(a StableCoupons Inc property\)** (2025-03-01–present) — B2B ecommerce platform, owning the end-to-end payment workflow product for Shopify merchants through AI-powered automation. Architected a tiered Human-in-the-Loop framework for AI-driven procurement workflows, routing ~3–5% of flagged transactions to human review while enabling 95%+ autonomous execution, reducing error rates below pre-automation baselines. Drove a 40% reduction in manual processing costs by owning end-to-end quote-to-cash automation, cutting daily ops processing time from 3–4 hours to under 1 hour across the merchant base. Shaped product roadmap and overruled a premature vendor expansion when checkout drop-off data revealed greater revenue risk, authoring technical specs that drove on-time cross-functional delivery. Integrated Claude, Cursor, and JIRA via MCP into daily PM workflow, compressing PRD drafting from ~1 week to one afternoon and eliminating ~6–8 hours of manual overhead per week.
- **Senior Product Manager | Creator Payments & Platform at Muzigal** (2020-09-01–2023-08-01) — EdTech creator marketplace, owning the full financial product for 300+ independent instructor partners. Drove a 45% improvement in 12-month creator retention by redesigning payout visibility, rebuilding onboarding to cut support contacts from ~40% to under 15%, and migrating to vector-based search. Ran end-to-end A/B tests on pricing, onboarding, and payout UX, identifying payout visibility as the highest-leverage retention lever and informing a sequenced roadmap that delivered 25% lift in creator activation. Coordinated a 7-month payment infrastructure rebuild across 3 engineers, finance, compliance advisors, and Razorpay, navigating a mid-integration API change on Friday to hold a Wednesday go-live with zero service interruption. Reframed a single-client custom dashboard request into a standard enterprise analytics feature, aligning 5 additional partners on a scalable solution that supported contract renewal without one-off build cost.
- **Head of Product | 0-to-1 Financial Infrastructure at Blend** (2017-08-01–2020-08-01) — B2B wellness platform built the full payment product from scratch for 50+ enterprise accounts. Engineered payment infrastructure from zero to production in 4 months, including payment collection, stored value, and instructor payout processing, ~$20K/month across 50+ enterprise accounts with zero system downtime at launch. Selected Razorpay over a custom payout build, eliminating ~2 months of engineering risk and compliance exposure while delivering full financial infrastructure on schedule for a lean founding team.

## Education

- Master of Science - MS, Project Management — The George Washington University School of Business
- Project Management — Indian Institute of Technology, Delhi
- Bachelor of Technology, Information Technology — Jawaharlal Nehru Technological University
- Study Abroad Program, Technology Management in a European Business Environment — Grenoble Ecole de Management

## FAQ

### What does Anuraag do at BulkMagic?

Anuraag is a Senior Product Manager for AI Transformation at BulkMagic LLC, a StableCoupons Inc property. He owns the end-to-end AI-powered payment workflow product for B2B Shopify merchants, with responsibility spanning automation, product strategy, roadmap decisions, technical specifications, and cross-functional delivery.

### What is Anuraag strongest at?

Anuraag’s strongest capability is solving organizational issues and removing bottlenecks. He translates among engineering, business, compliance, stakeholders, and leadership, using cross-functional delivery and stakeholder coordination to move products forward.

### What product domains has Anuraag worked in?

Anuraag has more than eight years of product experience building platform, payments, and marketplace products from 0 to 1 and at scale. His experience spans B2B SaaS, EdTech, wellness, financial products, creator payments, subscription and billing, and Shopify merchant automation.

### How has Anuraag designed trustworthy AI automation?

At BulkMagic, Anuraag architected a tiered human-in-the-loop framework for AI-driven procurement workflows. The framework routes approximately 3–5% of flagged or high-risk transactions to human review while enabling more than 95% autonomous execution, with error rates below pre-automation baselines.

### What operational impact has Anuraag delivered at BulkMagic?

Anuraag drove a 40% reduction in manual processing costs by owning end-to-end quote-to-cash automation at BulkMagic. The work reduced daily operations processing time across the merchant base from roughly three to four hours to under one hour.

### How does Anuraag use AI in product-management work?

Anuraag used Claude, Cursor, and JIRA through MCP in his daily product-management workflow. This reduced PRD drafting from about one week to one afternoon and eliminated approximately six to eight hours of manual overhead per week.

### What roadmap decision did Anuraag make at BulkMagic?

Anuraag shaped BulkMagic’s roadmap by overruling a premature vendor expansion after checkout drop-off data showed a greater revenue risk. He then authored technical specifications that supported on-time cross-functional delivery.

### What did Anuraag do at Blend?

At Blend, Anuraag served as Head of Product for 0-to-1 financial infrastructure on a B2B wellness platform. He built the full payment product from scratch for more than 50 enterprise accounts.

### What financial-infrastructure results did Anuraag deliver at Blend?

Anuraag engineered Blend’s payment infrastructure from zero to production in four months. It included payment collection, stored value, and instructor payout processing, handled approximately $20,000 per month across more than 50 enterprise accounts, and launched with zero system downtime.

### How did Anuraag approach vendor selection at Blend?

At Blend, Anuraag selected Razorpay rather than pursuing a custom payout build. That decision eliminated roughly two months of engineering risk and compliance exposure while keeping the financial-infrastructure delivery on schedule for a lean founding team.

### What did Anuraag do at Muzigal?

At Muzigal, Anuraag was Senior Product Manager for creator payments and platform, owning the full financial product for more than 300 independent instructor partners on an EdTech creator marketplace.

### What outcomes did Anuraag deliver for creators at Muzigal?

Anuraag improved 12-month creator retention by 45% at Muzigal. He redesigned payout visibility, rebuilt onboarding to reduce support contacts from about 40% to under 15%, and migrated to vector-based search.

### How did Anuraag use experimentation at Muzigal?

Anuraag ran end-to-end A/B tests across pricing, onboarding, and payout UX at Muzigal. The tests identified payout visibility as the highest-leverage retention lever and informed a sequenced roadmap that produced a 25% lift in creator activation.

### How has Anuraag led complex payment delivery?

Anuraag coordinated a seven-month payment-infrastructure rebuild involving three engineers, finance, compliance advisors, and Razorpay. He navigated a Friday API change during integration and maintained a Wednesday go-live with zero service interruption.

### How has Anuraag turned a custom request into a scalable product?

At Muzigal, Anuraag reframed a single-client custom dashboard request as a standard enterprise analytics feature. He aligned five additional partners around the scalable solution, which supported contract renewal without the cost of a one-off build.

### How does Anuraag work with cross-functional teams?

Anuraag has shipped products with small cross-functional teams of roughly 10–12 people, including engineering, data, stakeholders, and leadership. His collaborative style emphasizes team-member autonomy and flexibility rather than authoritative control.

### How does Anuraag build user trust in AI products?

Anuraag has experience managing change and building user trust when introducing AI automation to users who are concerned about control. His hybrid automation approach uses confidence thresholds of 90% or more for auto-approval and human review for edge cases, including human-in-the-loop agentic workflows.

### What product and program-management skills does Anuraag have?

Anuraag’s product and delivery skills include product design, MVP development, iteration, user research, PRD authoring, product strategy, product roadmapping, backlog management, Agile development, Agile methodologies, Scrum, sprint planning, program management, stakeholder management, and cross-functional stakeholder alignment.

### What analytics and experimentation tools does Anuraag use?

Anuraag’s analytics, experimentation, and design tools include SQL, Amplitude Analytics, Mixpanel, Tableau, Figma, A/B testing and experimentation, growth analytics, and go-to-market experimentation.

### What AI, platform, and payments skills does Anuraag have?

Anuraag’s AI and platform skills include AI product development, AI for product management, AI for product development, generative AI, OpenAI API, Claude Code, Cursor AI, human-in-the-loop design, Slack API, JIRA, and Shopify store automation. His payments expertise includes financial product design, quote-to-cash, creator payments, subscription billing, payment gateways, Stripe, Razorpay, and KYC compliance.

## Links

- LinkedIn: https://www.linkedin.com/in/anuraag-srinivas

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