Murugeshwari Subramanian
Chennai, India
Murugeshwari Subramanian
Product Manager & AI Product Consultant
Category : Business management
I'm a Product Manager and founder with 6+ years of experience across SaaS, fintech, and AI-native products. I help early-stage startups go from idea to structured product — writing PRDs, defining roadmaps, prioritizing features, and setting up AI-powered workflows.
As founder of Exito, an AI-powered analytics tool, I've built and shipped a product solo,from problem discovery to launch, using Python, FastAPI, and LLMs. I bring both strategic product thinking and hands-on technical execution.I support founders and product teams with: product roadmaps and PRDs, user research and prioritization frameworks, AI tool integration (LLMs, prompt engineering, agentic workflows), and go-to-market planning.
Whether you're stuck on what to build next or need a clear, structured product plan, I help turn ambiguity into an actionable roadmap.
As founder of Exito, an AI-powered analytics tool, I've built and shipped a product solo,from problem discovery to launch, using Python, FastAPI, and LLMs. I bring both strategic product thinking and hands-on technical execution.I support founders and product teams with: product roadmaps and PRDs, user research and prioritization frameworks, AI tool integration (LLMs, prompt engineering, agentic workflows), and go-to-market planning.
Whether you're stuck on what to build next or need a clear, structured product plan, I help turn ambiguity into an actionable roadmap.
Working hours
- Monday:08h00 To 18h00
- Tuesday:08h00 To 18h00
- Wednesday:08h00 To 18h00
- Thursday:08h00 To 18h00
- Friday:08h00 To 18h00
- Saturday:Not available
- Sunday:Not available
Identified validated problem across SaaS and e-commerce: PM teams have funnel data but no
unified insight into drop-off causes,built Exito to close that gap with AI-powered analytics.
• Owned full product lifecycle 0→1: problem discovery, solution architecture, technical execution
(Python, FastAPI, LLMs), roadmap planning, and product roll-out including GTM strategy and
success metrics.
• Accepted into Google Startup School June 2025 cohort; launched on Product Hunt. Free pilot open
at getexito.com.
unified insight into drop-off causes,built Exito to close that gap with AI-powered analytics.
• Owned full product lifecycle 0→1: problem discovery, solution architecture, technical execution
(Python, FastAPI, LLMs), roadmap planning, and product roll-out including GTM strategy and
success metrics.
• Accepted into Google Startup School June 2025 cohort; launched on Product Hunt. Free pilot open
at getexito.com.
Owned PRD and product strategy for US market expansion of a fintech platform enabling direct
donations via restricted prepaid banking cards,designed spend controls that were secure, auditable,
and compliant with financial regulations.
• Defined payment product KPIs and guardrail metrics: transaction volume, card adoption rate, fraud
incidents, and spend accuracy, tracked weekly with cross-functional teams across engineering,
legal, and compliance.
• Scoped API integration enabling retail partners to convert unused discount balances into donations,
mapped data flow, wrote requirements, worked with tech leads to validate feasibility and define
phased rollout.
• Managed stakeholders across NGOs, banking partners, and legal/compliance teams, translated
regulatory requirements and compliance mandates into product constraints and kept
cross-functional teams aligned.
donations via restricted prepaid banking cards,designed spend controls that were secure, auditable,
and compliant with financial regulations.
• Defined payment product KPIs and guardrail metrics: transaction volume, card adoption rate, fraud
incidents, and spend accuracy, tracked weekly with cross-functional teams across engineering,
legal, and compliance.
• Scoped API integration enabling retail partners to convert unused discount balances into donations,
mapped data flow, wrote requirements, worked with tech leads to validate feasibility and define
phased rollout.
• Managed stakeholders across NGOs, banking partners, and legal/compliance teams, translated
regulatory requirements and compliance mandates into product constraints and kept
cross-functional teams aligned.
Led product strategy for an EdTech platform serving 1M+ students, defined OKRs targeting 75%
user engagement growth in 6 months; drove cross-functional execution across design, engineering,
and marketing.
• Ran primary user research (surveys, interviews) across urban and rural segments; synthesized
findings into two distinct personas that shaped onboarding strategy and feature prioritization.
• Scoped and shipped 4 core product features against time-to-market, reach, and scalability metrics;
maintained PRD versioning and dependency tracking through all launch phases
user engagement growth in 6 months; drove cross-functional execution across design, engineering,
and marketing.
• Ran primary user research (surveys, interviews) across urban and rural segments; synthesized
findings into two distinct personas that shaped onboarding strategy and feature prioritization.
• Scoped and shipped 4 core product features against time-to-market, reach, and scalability metrics;
maintained PRD versioning and dependency tracking through all launch phases
Please sign in as a customer to give your feedback
Sponsored professionals
Need a service ?
Do you want to hire the services of this Professional ?
Post your need and you will receive dozens of proposals from the Professionals of the community.
