Rudy Monga

Building things that compound

SWE @ STAN · CO-FOUNDER & CTO @ VANTEDGE · PREV @ AWS · TORONTO

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.

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Guinness World Record

The Show.

Not A Minimum Viable Podcast

Conversations with people building things that compound.

18 episodes · Season 2 in progress
EP · CMO / MARKETING ENGINEER

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.

AUG 2026
EP · EX-TINDER

Shawn Gong

Monetization loops that fuel growth. 14 years of paywalls that work.

JUL 2026
EP · GTM

Archit Anand

The $0-$1M enterprise sales playbook. Built three GTM engines from scratch.

JUN 2026
EP · VARLOCK / DMNO

Phil Miller & Theo Ephraim

Open source as company-building strategy. On MIT-licensed distribution.

MAY 2026
EP · AI STARTUP

Rowan

Why he shut down his AI startup with thousands of users. On when the numbers don't save you.

SEP 2025
EP · NEUROSCIENCE

Yacine

Is your ego killing your startup? A neuroscientist's ego-free approach.

AUG 2025
EP · WATERLOO → BIG TECH

Ming

Student founder to Big Tech. Why this Waterloo grad chose both paths.

AUG 2025
EP · A16Z-BACKED

OpenSesame

From zero to A16z backing. The speed-first philosophy behind OpenSesame.

JUL 2025
EP · SUPPLY CHAIN

Anderson Yang

Being 20 no's away from a yes is worth it. On perseverance in supply chain.

JUL 2025
EP · EARLY-STAGE PRODUCT

Hussam

The truth about building products at early-stage startups.

JUN 2025
EP · AI RESEARCH

Adib

From Iranian biology champion to AI genius at 20.

JUN 2025
EP · AI UNICORN

Sid

What it's really like inside an AI unicorn during the ChatGPT explosion.

MAY 2025
EP · DESIGN ENGINEERING

Omar

Design engineering and balancing tech with creative pursuits.

MAY 2025
EP · NEO TORONTO

Flo

Waterloo BME dropout turned independent designer. On personal software as love language.

MAY 2025
EP · WEB3 / USER-CONTROLLED DATA

Kelindi

Full-stack engineer prioritizing creativity over conventional tools. On user-controlled data layers.

APR 2025
EP · FRONTEND / FOUNDING ENG

Sergiy

Frontend developer and founding engineer at Actual. Ukraine to Toronto, community building along the way.

MAR 2025
EP · TEMPO LABS (YC23)

Josh

Commerce student with consulting background now driving growth at Tempo Labs.

MAR 2025
EP · PHOTOGRAPHY / DESIGN

Mitul

Photographer turned design engineer. On the creative journey through tech and community building in Toronto.

FEB 2025

The Work.

2020 → present

Stan

Senior Full-Stack Software Engineer · Aug 2026 → present

Taking product ownership of a new build for YouTube creators. Shipping in public.

VantEdge

Co-Founder & CTO · 2025 → present

The platform for building AI-native internal applications. UofT AI/ML spinout.

Previously
Amazon Web Services
May–Aug 2025
Software Engineer Intern

Anomaly detection.

Intact Insurance
2023–2024
Infrastructure Operations

150% parallel build capacity. 97% release cycle acceleration.

University of Toronto
2022–2024
ML Research (Prof. Ashton Anderson)

RAG for knowledge-graph query answering.

Speech Classification Paper
April 2020
Published Research

Particle Swarm Optimization applied to speech classification.

Standouts.

Past work that keeps compounding.

COMPUTER VISION

Visight

F1 sponsor exposure. Fine-tuned YOLOv8, TensorRT quantization, 86 brands detected frame-by-frame.

MAR 2026
650K views9.5K reactions
CHROME EXTENSION

Claude Folder Upload Helper

Folder uploads to Claude projects. Live and actively used across the developer community.

2024 → NOW
2,000+DAUs
I like to make things.

Now.

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.

Follow.

Following along is the easiest way to see what compounds. New episodes drop on the podcast, new notes go up on LinkedIn, and long-form writing lands on the Substack.

PRIMARY

Follow on LinkedIn.

Where the daily build-in-public happens.

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