RYAN VINSON
Fractional CTO | AI & Media Pipeline Architect
I build AI-powered platforms, streaming systems, and production-ready pipelines that turn ideas into real, working products.
With 25+ years of experience, I work with founders and teams to design scalable systems, lead engineering efforts, and ship products fast. My focus today is on generative AI workflows, media pipelines, and automation across text, image, video, and audio.
I am the founder of VersusMedia, a streaming platform for independent film and music, and creator of FilmPilot.ai, a system that transforms screenplays into full pre-production deliverables using AI.
I remember the dotcom era and have experienced every wave of the internet firsthand.
Books I've Written
Published in 2017, the book Disregarded Entity: Lessons Learned by a 15 Year Freelancer was a collection of lessons, methods, and stories from my 15 years as a self-employed small business owner at that time. My full Amazon author profile is here.
What I Actually Do
I specialize in building end-to-end systems that connect product vision to execution. This includes AI-driven platforms, media streaming infrastructure, and automated workflows that scale.
- GenAI pipelines for content generation and analysis
- Streaming platforms and FAST channel infrastructure
- Automation systems for marketing, content, and distribution
- Full-stack architecture using Django, Python, and cloud services
- Technical leadership, hiring, and product execution
Hire Me
I work with startups and teams as a Fractional CTO, technical advisor, or hands-on builder. This includes everything from early-stage architecture and product strategy to scaling existing systems and leading engineering teams.
Available for ongoing roles, project-based work, or focused consultations. Reach out via email or connect on LinkedIn.
Selected Experience
- Corporate AI Platform — Advised founders for 7+ years on architecture, hiring, and product strategy. Led development of AI-driven systems for sentiment analysis, data processing, and scalable platform design using Django and AWS.
- Media & Streaming Studio — Designed and implemented streaming infrastructure and content pipelines. Hired and led distributed teams to build web, Roku, and mobile applications, along with AI-driven audience research tools.
- Health Tech Startup — Worked directly with leadership and internal engineering teams to restructure core APIs, improve system performance, and guide long-term technical direction.
- Food & Lifestyle Platform — Long-term technical advisor (20+ years), leading evolution of web, mobile, and streaming systems, including custom applications and infrastructure improvements.
- Film & Entertainment Projects — Built official websites and digital platforms for major studio releases, combining marketing, media delivery, and interactive experiences.
- Global Team Leadership — Recruited and managed distributed teams across multiple countries, coordinating developers, designers, and product contributors to deliver production-ready systems.
Core Capabilities
- GenAI pipelines for content generation and automation
- AI-driven audience analysis and data modeling
- Streaming platforms and FAST channel infrastructure
- End-to-end platform architecture (Django, Python, cloud)
- Automation of content, marketing, and distribution workflows
- Technical leadership, hiring, and execution
CREATION
Created in 2001, VersusMedia helps independent filmmakers and musicians work together and broadcasts films and music videos on connected Fast TV devices. Currently available as a PWA (progressive web app), Roku, Android, and Apple device app. VersusMedia has also supported and produced several grassroots indie films.
Some film credits can be found at VersusMedia's IMDB.
AI-powered Film Industry Pre-Production Tools
FilmPilot.ai is a GenAI-powered pre-production platform that transforms scripts into production-ready deliverables. It generates storyboards, character visuals, audience simulations, budget estimates, casting breakdowns, and even pilot video concepts.
Built as a multi-stage AI pipeline, it combines multiple models and workflows into a single system designed for real-world filmmaking.
AI-generated games
Choose Your Fate AI: 100+ quick AI-powered Text-Based role-playing games inspired by Choose Your Own Adventure books. Players respond with an action choice, and then AI generates the next round of the game. This continues until the player wins the game, or they die from making a wrong choice.
More details at ChooseYourFate.ai.
Hobbies
WINEMAKING
I enjoy making wine in my spare time. I have experience in vineyards with pruning and harvesting grapes. I also crush, ferment, press, age, and bottle my own amateur wines.
Wine Blog
Photography
