About Skills Experience Contact
Product @ Moody's · Structured Finance

Raghav
Saini

Platform · FinTech · AI/ML · Gurugram, India

8 years building SaaS, PaaS & API products across Finance, FinTech, Banking, AI/ML and Ed-Tech. Currently at Moody's Structured Finance, leading platform and MCP initiatives — with the mindset of a mountaineer who never settles for base camp.

View Work Get In Touch
8+ Years Exp.
6+ Companies
B.E. CS · PU
Raghav Saini
scroll
Who I Am

Clarity in
Complexity

I'm a Product Manager with ~8 years of experience driving product strategy for SaaS and PaaS products across core Finance, FinTech, Banking, AI/ML and Ed-Tech. I specialise in building scalable platform products, web applications and API products that power core financial infrastructure.

Currently at Moody's Structured Finance, I'm at the forefront of developing robust platform, AI and Model Context Protocol (MCP) initiatives — leading implementation of intelligent, context-aware systems. Previously built products at Nuclei and was a founding member at CALVRY.

When I'm not in roadmap reviews or discovery sprints, you'll find me on a mountain trail with 20kg on my back — chasing the kind of clarity that only altitude can provide.

🎯
User-First Thinking
Every decision flows from deep user understanding. I run structured discovery before a single spec is written.
📊
Data-Informed
Metrics drive velocity. I define north-star KPIs early and build dashboards teams actually use.
🔗
Cross-functional Glue
Eng, Design, Sales, Growth — I translate between all of them and keep everyone rowing the same direction.
⛰️
High-Altitude Mindset
Mountaineering taught me that the summit is the goal but the route is everything. Patience + grit.
Capabilities

What I
Bring

🤝
Stakeholder Management
Executive alignment, negotiation, cross-org influence
96%
📊
Analytical Skills
Data-driven decisions, metrics, funnel analysis
93%
🔍
User Research
User surveys, interviews, journey mapping
91%
🗺️
Product Strategy
Roadmapping, 0→1 launches, platform vision
95%
🎨
UX & Design Thinking
UX foundations, prototyping, design process
85%
🤖
AI/ML & Platform
MCP, AI product, API & SaaS/PaaS platforms
88%
Career

Where I've
Shipped

Dec 2023 — Present
Product
Moody's · Structured Finance · India
Scaling products at Moody's Structured Finance vertical. Leading platform, AI and Model Context Protocol (MCP) initiatives — building intelligent, context-aware systems at the forefront of financial infrastructure. Translating complex technical capabilities into measurable business value for global structured finance markets.
Platform AI/ML MCP FinTech SaaS
Jan 2021 — Dec 2023
Product
Nuclei · 3 years · Bengaluru, Karnataka
Drove product strategy for Banking and FinTech products at Nuclei, building scalable platform and API products that powered core banking infrastructure. Worked closely with engineering, design, and enterprise stakeholders to deliver products that scale across financial institutions.
Banking API Products PaaS B2B
Aug 2020 — Nov 2020
Associate Product Manager
Stones2Milestones · Ed-Tech · Gurgaon
Contributed to product development in the Ed-Tech space, working on learning platform features for K-12 students. Gained hands-on experience with user research and agile delivery in a fast-paced startup environment.
Ed-Tech Mobile Discovery
Dec 2019 — Jun 2020
Stealth
Stealth AI Startup · India
Worked on an early-stage AI venture in stealth mode — defining product vision and go-to-market strategy for an undisclosed AI-powered product.
AI 0→1 Startup
Jan 2018 — Oct 2019
Product
CALVRY · Founding Member · Chandigarh
Founding member responsible for building the core product and go-to-market strategy. Wore multiple hats across product, strategy, and early customer development — laying the foundation of the product from scratch.
Founding 0→1 Strategy B2C
2017 — 2018
Software Engineer (R&D) — AI
Nubit · Chandigarh · Intern → Full-time
Started as a Software Engineer Intern (Oct 2017 – May 2018) then transitioned to R&D AI (Jun – Aug 2018). Built a strong engineering foundation in AI and machine learning that now deeply informs product thinking.
AI/ML R&D Engineering
Get In Touch

Let's Build
Something

Open to exciting product roles, advisory opportunities, and conversations about building things that actually matter. Let's talk.

Email Me LinkedIn Twitter Resume
Raghav Saini
© 2026 · Product @ Moody's · Gurugram, India