About

I build, operate, and invest
in AI companies

Product leader turned entrepreneur with a knack for translating deep tech into business outcomes. I started as an ML researcher on autonomous vehicles at Ford, then moved to the business strategy side — because I realized the hardest problem in AI isn't the model, it's the go-to-market.

As Director of Product at Untether AI (later acquired by AMD), I led product strategy for next-generation AI accelerator hardware. After my MBA at Harvard Business School, I founded Guddi Growth, where I evaluated 200+ companies — including 50+ AI startups — developing pattern recognition for what separates AI companies that scale from those that don't.

I think about AI through three lenses: Can you build it? Can you sell it? Can it compound?

200+
Companies evaluated
50+
AI startups diligenced
3
Degrees (NIT, UMich, HBS)
10+
International keynotes
Journey
2024 – 2026
Founder & Managing Partner
Guddi Growth
Search fund focused on acquiring B2B software and services businesses. Evaluated 200+ companies, built deep pattern recognition across AI business models, unit economics, and GTM strategies.
2022 – 2024
Director of Product & Customer Success
Untether AI → acquired by AMD
Led product strategy for AI accelerator hardware. Managed technical marketing, customer relationships, and the translation of silicon capabilities into market positioning.
2020 – 2022
MBA
Harvard Business School
Summer at Bain & Company. Focused on tech strategy, entrepreneurship, and venture capital.
2016 – 2020
ML Researcher → Business Strategy
Ford Motor Company
Started in autonomous vehicle ML research, then transitioned to business strategy — a move that shaped my conviction that the biggest lever in AI is commercial, not technical.
Building
AI Product

DealScope AI

AI-powered platform for analyzing Confidential Information Memorandums. Persistent deal pipelines, automated financial modeling, sensitivity analysis, and professional exports. Built for PE/VC analysts and search fund operators.

Angel Investing

AI Startup Investing

Selectively investing in early-stage AI companies where I can add value on product-market fit, GTM strategy, and the bridge between technical capability and commercial traction.

Writing

I write about what I see at the intersection of AI, product, and investing — the patterns, the pitfalls, and the counterintuitive truths that emerge when you evaluate hundreds of companies. All my long-form writing lives on Substack, where the builders are.

Read on Substack
AI GTM Strategy Product-Market Fit Business Model Patterns Search Fund Learnings Operator → Investor
Recognition
2023Emerging Leaders in Canada — Under 40The Peak
2020Rising Star — Under 30 AwardTU Automotive
—Board of Directors & Business AdvisorWEtech Alliance
—International Keynote Speaker — AI & AVDetroit, SF, Berlin, Montreal
2013First Place — Engineering Graduate SymposiumUMich
2013IEEE MSC Student Travel Grant — First-Authored PaperIEEE
Play

The AI Crossword

A puzzle tradition. Test your knowledge at the intersection of AI, tech, product, and the occasional nerdy deep cut. New puzzles added periodically.

View all puzzles →
Connect

Let's talk

Whether it's about AI product strategy, a startup you're building, an investment opportunity, or just a good conversation — I'm always up for it.

gsinghviews@gmail.com LinkedIn @gsinghviews GitHub

© 2026 Gaurav Singh