● DevRel AI Engineer @ GMI Cloud

Hi, I'm Roan
I build with AI, film the story,
and share what works

Developer Relations AI Engineer, video director, and AI researcher. I help developers adopt frontier AI through demos, tutorials, and stories they actually trust, and I host AI Insights San Francisco, the podcast with the people building AI in SF.

Videos produced
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Builders in community
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Published AI papers
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AI hackathons judged
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THE PODCAST

AI Insights San Francisco

Conversations with the data scientists, founders, and investors building AI in San Francisco. New episodes on YouTube, with practical insights on building and shipping with AI.

Watch on YouTube
Supercomputing Is Already in Your Pocket. HPE’s Nithin Mohan Explains
Jun 2026 · Read on the blog →
AI Will Not Replace Creatives. It Will Expose Who Actually Has Taste.
May 2026 · Read on the blog →
Patrick Kriwanek on AI, Hollywood, and What It Really Takes to Build a Creative Career
Apr 2026 · Read on the blog →
Alex Yeh on AI Workflows, GPUs, and the Future of AI Creation
Mar 2026 · Read on the blog →
How AI Is Democratizing Creativity: Enrique Lopez on Freepik, Community, and the Future of Creative Work
Mar 2026 · Read on the blog →
AI in Hiring: How Kevin Turned 200 Mock Interviews into a Human-Centered Interview Platform
Feb 2026 · Read on the blog →
How AI Product Photography Workflow Is Rewriting Commercial Visuals
Feb 2026 · Read on the blog →
Product Hunt Launch Secrets with Rajiv Ayyangar: From Tagline to PMF
Jan 2026 · Read on the blog →
AI for Agricultural Lending, From 60 Days to 5 Minutes with Agxes
Dec 2025 · Read on the blog →
AI Filmmaking, for Real: Inside My Conversation with Matty Shimura from ElevenLabs
Oct 2025 · Read on the blog →
AGI vs Human Intelligence – Which Will Drive the Next Wave of Innovation? | Chappy Asel, AI Collective
Jul 2025 · Read on the blog →
Are We Trusting AI Too Much? | AI Insights San Francisco w/ Tiffany Saadé
Jun 2025 · Read on the blog →
Get Paid for Your Data: How MindMe Uses AI to 10× Personalization
Apr 2025 · Read on the blog →
🎨 When AI Meets Ink: How Matija Pavicevic Is Transforming Tattoo Art with Technology
Feb 2025 · Read on the blog →
Fireflies AI CEO Krish Ramineni on Disruptive Tech | AI Insights SF Ep. 9
Dec 2024 · Read on the blog →
Why AI Is Taking Over: Insights from a Tech Leader & Professor | AI Insights San Francisco Episode 7
Sep 2024 · Read on the blog →
Boosting Buyer Engagement with AI | AI Insights San Francisco – Criya (Episode 5)
Sep 2024 · Read on the blog →
“Alexa” for Small Business: Data into Decisions | AI Insights San Francisco – OLY.AI
Aug 2024 · Read on the blog →
Revolutionizing Influencer Engagement with AI | AI Insights San Francisco – MyCompanions
Aug 2024 · Read on the blog →
AI Revenue Automation Agent | AI Insights San Francisco with JustPaid.io
Jul 2024 · Read on the blog →
SELECTED WORK

Things I've shipped

The developer content and product walkthroughs I make to turn complex AI infrastructure into something teams can actually use.

GMI CLOUD · WALKTHROUGH

Running NVIDIA Nemotron 3 Nano Omni on GMI Cloud

I deployed NVIDIA's multimodal Nemotron on GMI Cloud and recorded every single step. It turned into our most-saved walkthrough that week. If multimodal setup has ever fought you, start here.

Read the post ↗︎
GMI CLOUD · LAUNCH

Nemotron 3 Ultra, on GMI Cloud Day 0

NVIDIA dropped Nemotron 3 Ultra and I had it running on GMI Cloud the same day. Launch post and a working demo done before lunch. Day-0 support, real examples, zero fluff.

Read the post ↗︎
HACKATHON · VIDEO

What 32 teams built for the World Cup in one day

I filmed and edited this hackathon recap myself. 32 teams, one day, way too much caffeine. It crossed 2k views in the first 24 hours and the comments completely went off.

Watch the video ↗︎
EXPERIMENT · ARTICLE

I analyzed every IEEE top paper from 2025 using this tool

I got nerd-sniped and ran every 2025 IEEE top paper through an AI workflow, then wrote up what actually mattered. Still my most-read article. Turns out everyone loves a good shortcut.

Read the article ↗︎
GMI CLOUD · ARTICLE

GLM-5.2: the most practical coding model right now

I wrote the deep dive on why GLM-5.2 is the most practical open coding model out there. 1M context, MIT license, the whole deal. The video I made on it pulled 2k views in the first 24 hours.

Read the post ↗︎
GMI CLOUD · ARTICLE

Hermes Agents' biggest update yet, 7 use cases

Hermes shipped its biggest update yet, so I broke down the 7 use cases that actually change how you work: memory recall, parallel tasks, multi-agent Kanban. Easily the piece that got me the most DMs.

Read the post ↗︎
WRITING & RESEARCH

Research I've published

Five papers across peer-reviewed journals and preprints, indexed on IEEE Xplore and ResearchGate.

Cover of Roan Weigert's book
THE BOOK

World Models Applied in Video Production

A comprehensive technical guide to how world models are reshaping video, from concept to production pipeline.

IN THE PRESS

Where I've been featured

Independent coverage of the "World Models" book launch, an op-ed on AI & the 2026 elections, and startup recognition, across US and Brazilian print, TV, radio and web.

★ FEATURED · THE AI JOURNAL

A profile on turning frontier AI infrastructure into something developer communities can actually adopt and trust.

JORNAL BOX · O IGUASSÚ · PRINT
Paraná native Roan Weigert launches book with tutorial for 'World Models'

Print edition · Ed. 5554

RECOGNITION

Community, judging & awards

FOUNDER, INVESTOR & ADVISOR

Companies I've built & backed

FOUNDER & INVESTOR

Active · Founded 2024

High-quality B2B video and content for tech and founder brands. Trusted by teams from Microsoft, Meta, Tesla, Adobe, Workday, Qdrant and Freepik.

bayhauscreative.com ↗︎

FOUNDER & INVESTOR

Active · Founded 2017

Performance video studio I founded in Curitiba. 1,350+ videos delivered, 450+ clients across 6 countries, 20M+ organic views, with AI-assisted workflows.

destaquei.com.br ↗︎

About Me

Hi, I'm Roan

DevRel AI Engineer · Storyteller · Video Director

Roan Weigert

I’m a San-Francisco-based DevRel AI Engineer and storyteller. I help developers and teams turn AI infrastructure into practical, working use cases, through demos, tutorials, video, and community.

I currently lead Developer Relations at GMI Cloud. Previously at Aparavi I grew a developer funnel to thousands of monthly visits and a 500+ builder community. Before that: 300% lead growth for auto dealerships, 1,600+ videos across six countries, and the launch of Brazil’s first mass-produced RV.

My passion is turning messy data and complex tech into clear stories that spark action, in boardrooms, on YouTube, and on conference stages.

Education
  • Sofia UniversityDoctor of Business Administration · Transpersonal Psychology · 2026–29
  • Hult International Business SchoolMBA, Business Analytics · 2023
  • Hult International Business SchoolMSc, International Business · 2022
  • Stanford Continuing StudiesFunding a New Enterprise · 2023
  • UniBrasil Centro UniversitárioBSc, Computer & Information Sciences · 2018

Off-the-Clock

Travelling with friends
Gym time
Family visits to Brazil
Capturing photos & video
FOLLOW ALONG

Find me across the internet

Let's Connect

Want to collaborate? Let’s talk!