Gaurav Verma
The next $500K role that doesn't exist in most org charts. On why prompt engineers are done and the marketing engineer is coming.

Senior full-stack engineer at Stan, taking product ownership of a new build for YouTube creators. Co-Founder & CTO of VantEdge, the platform for building AI-native internal applications. Host of Not A Minimum Viable Podcast, where I sit down with operators for the behind-the-scenes of how tech companies actually get built, scaled, and sold. Guinness World Record holder. Hip-hop nerd. Toronto.
Not A Minimum Viable Podcast
Conversations with people building things that compound.
The next $500K role that doesn't exist in most org charts. On why prompt engineers are done and the marketing engineer is coming.
Monetization loops that fuel growth. 14 years of paywalls that work.
The $0-$1M enterprise sales playbook. Built three GTM engines from scratch.
Open source as company-building strategy. On MIT-licensed distribution.
Why he shut down his AI startup with thousands of users. On when the numbers don't save you.
Is your ego killing your startup? A neuroscientist's ego-free approach.
Student founder to Big Tech. Why this Waterloo grad chose both paths.
From zero to A16z backing. The speed-first philosophy behind OpenSesame.
Being 20 no's away from a yes is worth it. On perseverance in supply chain.
The truth about building products at early-stage startups.
From Iranian biology champion to AI genius at 20.
What it's really like inside an AI unicorn during the ChatGPT explosion.
Design engineering and balancing tech with creative pursuits.
Waterloo BME dropout turned independent designer. On personal software as love language.
Full-stack engineer prioritizing creativity over conventional tools. On user-controlled data layers.
Frontend developer and founding engineer at Actual. Ukraine to Toronto, community building along the way.
Commerce student with consulting background now driving growth at Tempo Labs.
Photographer turned design engineer. On the creative journey through tech and community building in Toronto.
Anomaly detection.
150% parallel build capacity. 97% release cycle acceleration.
RAG for knowledge-graph query answering.
Particle Swarm Optimization applied to speech classification.
Past work that keeps compounding.
I like to make things.
Currently: senior at Stan owning a new build for YouTube creators. Co-Founder & CTO at VantEdge shipping the platform for building AI-native internal applications. Recording Season 2 of Not A Minimum Viable Podcast — topically-focused conversations with operators I'd learn from anyway. Writing on Substack. Toronto.